I have a strong academic foundation and a proven record in national-level competitive examinations in Petroleum engineering. I secured AIR 1 in GATE 2022 and completed my studies from IIT (ISM) Dhanbad with a CGPA of 9. Professionally, I have four years of experience at ONGC. Building on this technical experience, I appeared in the GMAT and aiming to transition into a management consultancy role in strategic decision-making.

Academics: 8/9/8 (Class 10 / Class 12 / Graduation)


Work Experience: ~2 years in Operations at an international not-for-profit organisation working on well-being initiatives for blue-collar workers

Internship: Government-associated sourcing organisation; worked on an education-focused project for rural children

Leadership & PORs: Placement Cell (Head of Creatives & Social Media, Senior Placement Coordinator), Alumnae Association member, Finance Club (brief)

Languages: Certified B1 Spanish speaker

-British student at a Russell Group university

-2 summer internships at JPMorgan (with a return offer for 2027 when I graduate)
-Taught English in Rome for 2 months
-Will be going to Fiji to teach gender equality this summer
-330 practice GRE
-On the varsity team in Athletics
-B2 Italian A2 Russian

-Planning on applying to deferred MBA programs in America that allow 4 years before meticulation which would allow me to have the opportunity to try running a business after 2 years working.

I have a dodgy first couple of years at uni with taking care of ill family members which effected my academic performance and switched course last year where I am now averaging a 4.0 (first class).

B.A.B.A with a concentration in Finance (3.41 GPA) - T20 Business School

7yrs experience in Real Estate IB (Affordable Housing)
Current CFA (Received 2022) - Passed all three tests on consecutive attempts (90th percentile Lvl 1 & Lvl 2)

7+ Yrs of work experience as Full Stack python Developer with AWS certified.

I am an IIT BHU graduate (Class of 2024) with a consistent academic record, holding a converted GPA of 4 (8.75 CGPA) alongside 96% in 12th and 93% in 10th. Currently based in Bengaluru, I have spent the last two years working at an MNC as a software engineer to build practical corporate experience. I am now looking to apply for MBA applications in the 2027 cycle.

5years at a global pr agency, two years of exp as manager, 3 promotions in 5 years. Worked with global clients like Uber, Amazon, Logitech, and Indian startups. Client servicing for retail and tech clients.


Also has part-time experience helping with digital upgradation for my 40+ year old family business.

Accredited in Indian public relations and have won awards internally for campaigns.

Looking to work in marketing post MBA, aiming for French, Spanish / Singaporean colleges for full time course.

BA in Media and Communications from Manipal Institute of Communication (2018-21)

My gre score is 316 (v157 q159 awaTBC) I’ve got interviews to IE and ESADE using their tests. Want to understand if this score is ok for HEC / essec / nanyang / NUS

Have thorough, extremely positive recommendations from my boss (business head of south office) and ex manager

Outside of work, I’m passionate about food and community building. I’ve also cofounded a run community with over 300 members. Many other extra curricular activities during college as well.

Guttikonda Naga Raviteja – MBA Admit Review Profile


I am a mechanical engineering graduate with six years of professional experience in large-scale infrastructure projects and a strong academic foundation built through continuous learning and career progression.

Timeline Summary – Guttikonda Naga Raviteja

2015 – Completed SSC with CGPA 9.7.

2015–2018 – Diploma in Mechanical Engineering (94.68%), Andhra Pradesh SBTET.

2018–2024 – Worked at Larsen & Toubro Ltd., grew from Diploma Engineer Trainee to Senior Planning & Control Engineer.

2019–2023 – Pursued AMIE (Mechanical Engineering) from The Institution of Engineers (India) alongside full-time work.

2022–2025 – Completed B.Tech (Mechanical Engineering, CGPA 7.79 – First Class) from JNTU Kakinada (Helapuri Institute of Technology & Science).

2024–Present – Upskilling in SQL, and Business Analytics; preparing for GMAT Focus (700+) and CAT 2025 (95+ percentile).

2026–2028 (Planned) – MBA studies and transition toward Business Analytics / Operations Strategy / Digital Transformation leadership roles.

After completing my Diploma in Mechanical Engineering (94.68%) in 2018, I joined Larsen & Toubro Ltd. and worked from 2018 to 2024, progressing from a Diploma Engineer Trainee to a Planning & Control Engineer. My role involved project scheduling, MIS and cost control, procurement coordination, and ISO documentation for multi-state water supply projects.

While working full-time, I pursued AMIE (Mechanical Engineering) from The Institution of Engineers (India), completing it in 2023 to gain deeper theoretical understanding and an accredited engineering qualification. Later, I transitioned to full-time study to complete my B.Tech in Mechanical Engineering (First Class, CGPA 7.79) from JNTU Kakinada (Helapuri Institute of Technology & Science), graduating in August 2025.

Driven by a strong analytical mindset and on-ground project management experience, my goal is to pursue an MBA in the 2026–2028 cycle to transition into leadership roles in Finance, Business Analytics, Operations Strategy, or Digital Transformation, where I can blend engineering expertise with data-driven management and strategic decision-making.

I have a 96.25% in 10th, 98.25% in 12th, Graduated from Ramjas college with a Bcom Hons degree in July 2024, took a break to prepare for CAT from july to december 2024. From Jan 2025 to June 2025, I worked as a digital ad sales intern at Times Internet where i closed inside of sales of approx 20 lakh +. Post 6 months, I wanted to transition into more marketing related roles so I joined VML India as an Account Management Trainee where I coordinate between all internal teams, conduct competitor analysis & research, assist in informing strategy, conduct day to day basis operational tasks and ensure the requirements of client are delivered seamlessly. I am working on brands across Alcobev, FMCG, healthcare and certain Government pitches. I was also a part of the debating society at Ramjas college and was the Equity office there, responsible for managing cases of misbehaviour and ensuring equity & inclusion is maintained throughout the society. Before joining MBA in 2027, I plan to get a full time role as an Account executive in an advertising agency and work as the same for 1 year.

I’m a Chemical Engineer with 3.5 years of shop-floor experience, currently working as a Shift Engineer at ITC PSPD. Academics: 10th – 90%, 12th – 86%, BSc (Hons) Chemistry – 60%, BTech (lateral entry) CGPA of 8.87.

For better long-term growth, I’m planning to take the GMAT and apply to ISB PGP, with the goal of moving into consulting.

I work as an in house marketing consultant at one of the largest pharma companies in the world, where I have already received a promotion. I graduated from a tier 1 college with an engineering degree (but low CGPA). I held multiple PoRs in consulting/student orgs on campus with substantial contributions.

I am from India and I currently work as a management consultant at PwC in Mumbai. My journey so far has been shaped by a strong interest in understanding how businesses function and how financial decisions influence outcomes. This interest led me to pursue Chartered Accountancy, a path that required discipline, patience, and long-term commitment. Clearing all levels of the CA examination in my first attempt was challenging, but it gave me a solid foundation in finance and taught me how to stay consistent under pressure.


While studying and training as a CA, I realized that I did not want my role to be limited to reporting numbers. I wanted to understand the story behind them and be closer to decision-making. This is what attracted me to consulting. At PwC, I work in finance effectiveness and business transformation, where I support clients in improving financial processes, coordinating with stakeholders, and navigating change. Consulting has helped me see how strategy, operations, and finance come together in real business situations.

An important part of my personal growth has been my international exposure. I spent three years studying in Oman, which gave me early experience of living and learning in a multicultural environment. It made me comfortable working with people from different backgrounds and sparked my interest in building a global career. Over time, this interest has turned into a clear goal. After my MBA, I want to work in consulting or finance roles with global firms and build a long-term career outside India or across multiple geographies.

To strengthen my profile and keep my options open, I cleared CFA Level I and am preparing for Level II. I am also exempt from most ACCA papers due to my CA qualification and plan to complete the remaining papers before starting my MBA. Alongside this, I am learning Python and building basic data skills because I believe future business leaders must be comfortable using technology and analytics in decision-making. These steps reflect how I approach my career. I value flexibility and want to be prepared for both consulting and finance leadership roles.

However, I also recognize that professional growth cannot come only from certifications and work experience. I want structured leadership development, exposure to global recruiting markets, and the opportunity to learn from peers with diverse experiences. An MBA will help me develop these areas. It will allow me to move beyond functional roles and prepare me to take on broader responsibilities in the future.

I am planning to apply for an MBA in 2027 because I want to enter the program with enough experience and maturity to make the most of it. I am not looking for a quick transition, but for a meaningful learning experience that will shape the next phase of my life. I want to spend important years of my career abroad, learning, working, and building relationships that last beyond the classroom.

Looking back, my journey has been about building a strong foundation step by step. Looking ahead, an MBA is the next logical step to bring together my background in finance, my experience in consulting, and my aspiration to build a global career.

Director - enactus , social entrepreneurship, leader, leading 150 people, impacted 9000+ lives, and the environment


Internship at vogue india and ITC Limited along with textile experience at onaya - a luxury ethnic wear brand

Winner of 10+ national case competitions, winning 3L INR

I come from a formidable data and analytics background with a work ex of 4 years in a global healthcare and life sciences company, I currently work as an associate Product Owner. With 3 promotions, several off-cycle hikes, in addition to the regular cycles, multiple internal and external awards, and most importantly impactful work, my work ex is solid. I have a bachelor of engineering degree from a Tier 2 college in India but have a very good extracurriculars background by leading a couple of college clubs for multiple years and creating a lot of impact to the students and the society.

26M Vietnamese with 10+ years in the US, focused on maximizing merit scholarships via test waivers.

Academic credentials include a 3.64 GPA (Magna Cum Laude) in IT(School of Engineering and Applied Sciences) from a state school, supplemented by HBS CORe and professional certifications in Certified SQL Associate and Google Data Analytics & Project Management.
Received merit based scholarships and awards during undergraduate:
HBCU Public Service 2024
Second Place AMIE Design Challenge 2023
AWS AI & Machine Learning Scholar 2023.

Post graduation:
STARS Award 2025 by Humana
McKinsey Forward 2025
The World Bank Delegate 2025
Guest Speaker at SSAI - Health IT
Third Place Health Equity RIT 2025

Early career impact involved improving public health data accuracy at the Department of Health as a Data Analyst. Currently serves as a BI Engineer and Market Leader for a Fortune 50 company, managing data strategy for a specific regional market while contributing to several high-priority national markets and building executive-level dashboards.
Post-MBA goals target managerial roles in analytics or data strategy within tech or healthcare.

Also considering MBA programs at Carey(JHU).

PRITHWIJIT MUKHERJEE



E-Mail: [email protected] Mob: 7980466351
Summary
PhD student with a strong academic background in AI and Machine Learning, passionate about biomedical signal processing and robotics. Eager to learn and apply my knowledge in fast-paced environments. Proficient in deep learning and Python-based data analysis. Looking to contribute to impactful research and innovative technology development.
Education
1. Doctor of Philosophy (PHD) (Pursuing)
 Domain: AI and Machine Learning
 Institute: Institute Of Radio Physics And Electronics, University Of Calcutta - Kolkata, West Bengal
 Thesis: Analyzing Different Bo-potential Signals And Applying Them in Human-Machine Interface
 Guide: Dr. Anisha Halder Roy
 Publication: 327+ citations (h-index: 12) across all publications. (Publication list is attached)
• Published Journal Papers: 12
• Published Conference Papers: 18
• Published Book Chapters: 3
• Granted Indian Design Patents: 6
• Published Indian Utility Patents: 5
2. Master of Engineering (ME) 2015
 Domain: Electronics and Communication Engineering, Specializing in Wireless Communication
 University: Birla Institute Of Technology Mesra – Jharkhand
 M.E. Project: A Proposed Handover Scheme for 5G
 GPA: 86.5%
3. Bachelor of Technology (B.Tech) 2013
 Domain: Electronics and Communication Engineering
 University: Seacom Engineering College, West Bengal University Of Technology, West Bengal
 M.E. Project: A Proposed Handover Scheme for 5G
 DGPA: 7.97
 BTECH Projects:
• Analysis of Multiuser CDMA Detection System in Near-Far Environment
• Statistical Analysis of GSM System Architecture
• Analysis of DSSS Multiuser Detection System using Decorrelator Method in Near-Far Environment
4. Higher Secondary (W.B.H.S.E) 2009
 School: Baranagore Narendranath Vidyamandir
 Aggregate: 81.4%
5. Madhyamik (W.B.S.E) 2007
 School: Baranagore Ramakrishna Mission Ashrama High School
 Aggregate: 85.1%
Skills
• Python • Machine Learning
• Deep Learning • C Programming
• IOT • EEG Signal Processing
• EMG Signal Processing • Human Machine Interface
• Rehabilitation Device Development • Digital signal Processing
• MATLAB • CATIA



Experience
1. Junior Research Fellow, University of Calcutta 05/2018 to 03/2021
• Worked on the SERB (Science and Engineering Research Board), Government of India–sponsored research project titled “Providing Limbic Support to a Partially Paralytic Person by Generating Movement in the Paralytic Hand through Imitation of Gestures from the Healthy Hand, with Development of a Sense of Touch” (Project No.: EEQ/2017/000665), with a project outlay of ₹34 lakhs.
2. Assistant Professor, ECE Department, Regent Education & Research foundation 08/2016 to 07/2018
• Founded and coordinated the Robotics Club; motivated students for inter-college tech fests.
• Organized the college Tech Fest and assisted in Robotics Fest activities in 2017.
• Served as Convener of the Library Committee.
• Organized workshops on Machine Learning, Arduino, and Python.
• Worked as an examiner and scrutinizer for the West Bengal University of Technology.
• Guided students in innovative hardware/software projects, securing top positions in competitions.
• Contributed to departmental activities including syllabus development, exam duties, and research mentoring.
3. Assistant Professor (Part Time), Regent Education & Research foundation 03/2016 to 08/2016
4. Teaching Assistant, Birla Institute of Technology Mesra 06/2014 to 05/2015
Achievements
• Participated in the Shakti Microprocessor Challenge organized by the Government of India (2021) as a member of a five-member departmental team and emerged as a Quarterfinalist.
• Passed Cisco Global CCNA Certification with 98%.
• Felicitated by PETA India for rescuing and adopting an Indian breed dog.
• Received the Best Paper Award at the IEEE IACIS 2024 Conference, Bengaluru.
• Delivered an invited talk in the event ‘Present Your Research' on "EEG Signal Processing" organized by the Astronova Club, University of Calcutta (2023).
• Organized a tree plantation drive in 2024 at the Rajabazar Science College Campus, University of Calcutta.
• Qualified at the state level in the Interstate Drawing Competition organized by Nehru Children's Museum and Secured prizes in multiple sit-and-draw competitions.
• Recipient of certificates in National Talent Examinations at the school level.
• Represented the IEEE Calcutta University Student Branch at the IEEE Student Congress 2023 and was felicitated for outstanding presentation.
• Secured prizes in multiple inter-college technical events, including: (i) First Position in the Sand Rover event (2023), (ii) First Runner-up in CogniTech (2023), (iii) Third Runner-up in the Model Contest at TELECAST (2024), (iv) Third Prize Winner at STEX (2019), and (v) First Prize in the ‘Present Your Research’ event.
• Participated in and assisted in organizing Tech Fests for 2 years at Seacom Engineering College.
• Served as mentor for a team in Smart India Hackathon 2023 & 2024.
• Felicitated by several NGOs for outstanding community service during the COVID-19 lockdown, including support for underprivileged people and stray dogs.
• Secured prizes in multiple sit-and-draw competitions.
• Completed Basic Horse Riding Course from Royal Calcutta Polo Club.
• Taekwondo – Yellow Belt.
• Served as reviewer for multiple international journals (IEEE, Elsevier, Springer, Nature) and international conferences including MEIE 2025 (China), CMSE 2025 (China), BIBE 2022 & 2025 (China), ACDSA (Philippines; Turkey, 2025), ICECCME 2025 (Tanzania), and many more.
Awards
• Junior Research Fellow (JRF) from 2018 to 2021 under a SERB,Govt. of India, funded project.
• Swami Vivekananda Merit-cum-Means (SVMCM) Scholarship from 2021 to 2025.
• Felicitated by the Executive Committee of the AI and Robotics Club, IEEE CUSB, for invaluable contribution and dedicated service.
• Felicitated by IEEE Calcutta University Student Branch (IEEE CUSB) for outstanding contributions as i)Chair and ii) Volunteer (2024).
• Awarded “Best IEEE CUSB Student Volunteer of All Time ” by IEEE Calcutta University Student Branch for exceptional performance and sustained contributions as a volunteer during 2022–2024.

Extra Curricular
 IEEE Leadership & Professional Activities
• Vice Chair, IEEE Calcutta University Student Branch (July 2025 – Present)
-Support overall branch operations and coordinate technical/professional events.
-Organize invited talks, workshops, and AI/Robotics-based competitions.
-Manage activities of the AI & Robotics Club and IEEE CUSB Debate Club as the student advisor of the clubs.
-Prepare and upload event reports through IEEE vTools.
-Provide strategic guidance to strengthen and sustain Student Branch initiatives.
• Chair, IEEE Calcutta University Student Branch (Nov 2023 – July 2025)
-Organized multiple invited talks featuring national and international experts.
-Conducted membership drives, significantly increasing IEEE student membership.
-Prepared annual activity plans, budgets, and detailed vTools reports.
-Coordinated with IEEE Kolkata Section for administrative and financial activities.
-Collaborated with IEEE SBCs and the Institute of Radiophysics & Electronics to host events, competitions, and lecture sessions.
- Managed activities of the AI & Robotics Club and IEEE CUSB Debate Club in various capacities, including President, Secretary, and Treasurer.
• Major Contributions to IEEE Calcutta University Student Branch and IEEE Kolkata Section
-Organized and led 25+ IEEE events, including workshops, technical talks, and expert sessions.
-Led TELECAST 2024 with ISRO scientists; coordinated radar facility visit and model contest.
-Coordinated Smart India Hackathon 2023, 2024 & 2025 internal rounds.
-Organized major events: National Space Day, National Science Day, Career Fair 2023, Career Fair 2024, COMSOL Workshop, AI/BCI Expert Session.
-Conducted technical competitions: Line Follower Robot Race, Debate Competitions, Quizzes, and Intra-University Model Competition (Nov 2025).
-Organized Tree Plantation Drive at Rajabazar Science College Campus, University of Calcutta.
• Founding Roles
-Founder, AI & Robotics Club (Affiliated with IEEE Calcutta University Student Branch).
-Founder, IEEE CUSB Debate Club (Affiliated with IEEE Calcutta University Student Branch).
 Academic Responsibilities
-Assisted in conducting laboratory courses: Advanced Programming Lab, Digital Signal Processing Lab, Advanced Programming & IoT Lab, -and Data Structures with Python Lab.
-Volunteered in organizing international conferences CODEC 2013 and CODEC 2023.
-Assisted in organizing departmental events, invited talks, workshops, and student activities.
FDP and Workshop
• Fundamentals of Digital Image and Video Processing with 3D Applications, IIT Kharagpur, May 15–19, 2018
• Millimeter Wave Circuits and Antennas for Short-Range Communication, IIT Kharagpur, June 13–23, 2017
• Brain-Computer Interfacing for Rehabilitative Robotics, Jadavpur University, May 27–29, 2018
• Future of Generative AI in Academic Research and Publishing, IEM Kolkata (Online), Jan 2–6, 2024
• Attended several workshops and training sessions on Signal Processing, Python, Machine Learning, Robotics, Quadcopter Design, and Arduino/Raspberry Pi with IoT.
• Completed specialized trainings on Raspberry Pi, Networking, CCNA, and Robotic Arm Design.
Community Service & Volunteer Work
• CRY (Child Rights and You), Kolkata – Active Volunteer (2014–2015)
• Efforts Foundation (NGO) – Volunteer (2014–2016)
• PETA India – Member
• Koshere Welfare Society – Former Member and Volunteer
• Radio Active India NGO – Associated Member
• Baranagore Helping Hands Society (Government-Registered NGO) – Founding Member and Former President
• Radio Active India Foundation (NGO) – Founder
• COVID-19 Relief Activities (2020–2021): Distributed food and essential medicines to underprivileged communities during the lockdown.
Certifications
 Cisco Certified CCNA
 Microsoft Technology Associate (MTA) Certification – Python

Language
• English • French • Hindi • Bengali


Personal Details
Date of Birth: 6/1/1992 Marital Status: Single
Address: 60/1 Atul Krishana Banerjee Lane , Kolkata 700036.

Hobbies and Interests
Listening to music, Drawing, Reading Books, Exercising
Declaration
I consider myself familiar with both software and hardware aspects. I am confident in my ability to work effectively both independently and as part of a team. I hereby solemnly declare that all the information furnished above is true and correct to the best of my knowledge and belief. Date: 2025-12-14
Place: Kolkata




Signature: Prithwijit Mukherjee



REFERENCE

1. Dr. Anisha Halder Roy
Assistant Professor, Institute of Radio Physics and Electronics, University of Calcutta
Email: [email protected]


2. Prof. (Dr.) Amit Konar
Professor, Electronics and Telecommunication Department, Jadavpur University
Email: [email protected]


3. Prof. (Dr.) Abhirup Das Barman
Professor, Institute of Radio Physics and Electronics, University of Calcutta
Email: [email protected]


4. Dr. Sumitra Mukhopadhyay
Associate Professor, Institute of Radio Physics and Electronics, University of Calcutta
Email: [email protected]








Publications
Journal Articles
[1] Prithwijit Mukherjee and A. H. Roy, “A deep learning-based comprehensive robotic system for lower limb rehabilitation,” Biomedical Signal Processing and Control, Elsevier, vol. 100, pt. A, p. 107178, 2025. https://doi.org/10.1016/j.bspc.2024.107178 IF: 4.9
[2] Prithwijit Mukherjee and A. H. Roy, “EEG sensor-driven assistive device for elbow and finger rehabilitation using deep learning,” Expert Systems with Applications, Elsevier, vol. 244, p. 122954, 2024. https://doi.org/10.1016/j.eswa.2023.122954 IF: 7.5
[3] Prithwijit Mukherjee and A. H. Roy, “DeePD-Net: A deep learning approach for diagnosing Parkinson's disease using EEG signals with IM-CEEMDAN domain entropy features,” IEEE Sensors Letters, 2025. doi: 10.1109/LSENS.2025.3614149. IF: 2.2
[4] Prithwijit Mukherjee, A. H. Roy, A. Konar, and A. K. Nagar, “EEG and EMG induced pain-sensitive learning controller for robotic knee rehabilitation using deep learning,” IEEE Access, 2025. doi: 10.1109/ACCESS.2025.3621321. IF: 3.6
[5] Prithwijit Mukherjee and A. H. Roy, “A novel deep learning-based technique for driver drowsiness detection,” Human Factors and Ergonomics in Manufacturing & Service Industries, Wiley , vol. 34, no. 6, pp. 667–684, 2024. https://doi.org/10.1002/hfm.21056 IF: 2.2
[6] Prithwijit Mukherjee and A. H. Roy, “A deep learning-based approach for distinguishing different stress levels of the human brain using EEG and pulse rate,” Computer Methods in Biomechanics and Biomedical Engineering, Taylor & Francis , vol. 27, no. 16, pp. 2303–2324, 2023. https://doi.org/10.1080/10255842.2023.2275547 IF: 1.6.
[7] Prithwijit Mukherjee and A. H. Roy, “Decoding EEG data with deep learning for intelligence quotient assessment,” Optical Memory and Neural Networks, Springer , vol. 34, pp. 441–456, 2025. https://doi.org/10.3103/S1060992X24601921 IF : 0.8
[8] Prithwijit Mukherjee and A. H. Roy, “LungNet: A novel deep learning-based model for lung disease detection,” Optical Memory and Neural Networks (Information Optics), Springer, 2025. IF : 0.8
[9] Prithwijit Mukherjee and A. H. Roy, “A robust deep learning-driven framework for detecting Parkinson's disease using EEG,” Computer Methods in Biomechanics and Biomedical Engineering, Taylor & Francis , pp. 1–19, 2025. https://doi.org/10.1080/10255842.2025.2556310 IF: 1.6
[10] S. R. Saha, S. Roy, Prithwijit Mukherjee, and A. H. Roy, “An automated liver tumour segmentation and classification model by deep learning-based approaches,” Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Taylor & Francis , vol. 11, no. 3, pp. 638–650, 2022. https://doi.org/10.1080/21681163.2022.2099300 IF: 1.3.
[11] S. De, Prithwijit Mukherjee, and A. H. Roy, “TasteNet: A novel deep learning approach for EEG-based basic taste perception recognition using CEEMDAN domain entropy features,” Journal of Neuroscience Methods, Elsevier , vol. 419, p. 110463, 2025. https://doi.org/10.1016/j.jneumeth.2025.110463 IF : 2.3
[12] S. De, Prithwijit Mukherjee, and A. H. Roy, “GLEAM: A multimodal deep learning framework for chronic lower back pain detection using EEG and sEMG signals,” Computers in Biology and Medicine, Elsevier, vol. 189, p. 109928, 2025. https://doi.org/10.1016/j.compbiomed.2025.109928 IF : 6.3
[13] Prithwijit Mukherjee and A. H. Roy, “ColourNet: A deep learning framework for colour perception detection from electroencephalography signals,” IEEE Transactions on Cognitive and Developmental Systems. (Submitted)
[14] Prithwijit Mukherjee and A. H. Roy, “ParkNet: A deep learning approach for Parkinson's disease detection from EEG,” IEEE Signal Processing Letters. (Submitted)
Manuscripts In Progress
[15] Prithwijit Mukherjeeand A. H. Roy, “DriveNet: A robust deep learning framework for driver alertness level detection,” Microsystems,Springer. (Working)
[16] Prithwijit Mukherjeeand A. H. Roy, “GMA-Net: A robust deep learning framework for gaming disorder detection using EEG,” IEEE Signal Processing Letters. (Working)
[17] S. De, Prithwijit Mukherjee, and A. H. Roy, “OlfactoNet: A deep learning-based framework for olfactory perception detection,” Engineering Applications of Artificial Intelligence. (Working)
[18] A. Basu, Prithwijit Mukherjee, and A. H. Roy, “FatigueNet: A robust deep learning framework for driver alertness level detection,” Microsystems. (Working)
[19] S. Dey, Prithwijit Mukherjee and A. H. Roy, “NeuPainNet: A deep learning model for automated neuropathic pain detection using EEG.”,IEEE Signal Processing Letters (Working)




PATENTS
I. Indian Design Patents (Granted)

1. P. Mukherjee and A. H. Roy, “Elbow Movement Rehabilitation Device,” Indian Design Patent, Application No. 429585-001, Granted Sep. 6, 2024.
2. A. H. Roy and P. Mukherjee, “Knee Movement Rehabilitation Device,” Indian Design Patent, Application No. 430148-001, Granted Sep. 11, 2024.
3. A. H. Roy and P. Mukherjee, “Finger Movement Rehabilitation Device,” Indian Design Patent, Application No. 430827-001, Granted Sep. 18, 2024.
4. A. H. Roy and P. Mukherjee, “Elbow Movement Rehabilitation Exoskeleton,” Indian Design Patent, Application No. 437914-001, Granted Nov. 20, 2024.
5. A. H. Roy and P. Mukherjee, “Hand Injury Protector,” Indian Design Patent, Application No. 432760-001, Granted Oct. 4, 2024.
6. A. H. Roy and P. Mukherjee, “Smart Hand Exoskeleton,” Indian Design Patent, Application No. 4366947-001, Granted Nov. 7, 2024.

II. Indian Utility Patents (Published)

1. P. Mukherjee and A. H. Roy, “EEG Sensor-Driven Assistive Device for Elbow and Finger Rehabilitation Using Deep Learning,” Indian Patent Application No. 202431069143, Patent Office Journal No. 47/2024, Published Nov. 22, 2024.
2. A. H. Roy and P. Mukherjee, “Deep Learning-Based Approach for Distinguishing Different Stress Levels of the Human Brain Using EEG and Pulse Rate,” Indian Patent Application No. 202431075871, Patent Office Journal No. 42/2024, Published Oct. 12, 2024.
3. A. H. Roy and P. Mukherjee, “A Novel Deep Learning-Based Technique for Driver Drowsiness Detection,” Indian Patent Application No. 202431081553, Patent Office Journal No. 44/2024, Published Nov. 1, 2024.
4. A. H. Roy and P. Mukherjee, “A Deep Learning-Based Comprehensive Robotic System for Lower Limb Rehabilitation,” Indian Patent Application No. 202431086856, Patent Office Journal No. 46/2024, Published Nov. 15, 2024.
5. S. De, P. Mukherjee, and A. H. Roy, “An Innovative Method for Estimating Blood Pressure and Classifying Hypertension Levels Using PPG,” Indian Patent Application No. 202431068453, Patent Office Journal No. 38/2024, Published Sep. 20, 2024.

Book Chapters

[1] P. Mukherjee and A. H. Roy, "Detecting Different Emotional States of Human Brain Using Bio-potential Signals," in Computers and Devices for Communication, Lecture Notes in Networks and Systems, vol. 147, N. R. Das and S. Sarkar, Eds. Singapore: Springer, 2021, pp. 141–148, doi: 10.1007/978-981-15-8366-7_14.
[2] P. Mukherjee, S. Ghosh and A. H. Roy, "A Novel Handoff Algorithm for 5G," in Computers and Devices for Communication, Lecture Notes in Networks and Systems, vol. 147, N. R. Das and S. Sarkar, Eds. Singapore: Springer, 2021, pp. 215–222, doi: 10.1007/978-981-15-8366- 7_23.
[3] D. Biswas, A. Chakraborty, and P. Mukherjee, “Design and Implementation of a Type-1 Fuzzy Controller Driven IoT-Integrated Automated Plant Watering System for Gardening,” in ICT for Intelligent Systems (ICTIS 2024), Lecture Notes in Networks and Systems, vol. 1110, Springer, Singapore, 2024. [Online]. Available: https://doi.org/10.1007/978-981-97-6678-9_47




Conference Papers
[1] P. Mukherjee and A. H. Roy, “Detection of stress in human brain,” in Proc. 2nd Int. Conf. Advanced Computational and Communication Paradigms (ICACCP), Gangtok, India, 2019, pp. 1–6, doi: 10.1109/ICACCP.2019.8882906.
[2] P. Mukherjee and A. H. Roy, “StressNet: A deep learning framework for distinguishing different stress levels in the human brain,” in Proc. Int. Conf. Computing, Intelligence, and Application (CIACON), Durgapur, India, 2025.
[3] P. Mukherjee and A. Halder Roy, “A novel deep learning-based technique for paddy leaf disease detection,” in Proc. Int. Conf. Intelligent Communication Networks and Computational Techniques (ICICNCT), Bidar, India, Sep. 2025.
[4] P. Mukherjee, A. H. Roy, and S. Ghosh, “A handoff algorithm for dense femto cellular networks,” in Proc. IEEE Conf. on Devices for Integrated Circuit (CODEC), Kolkata, India, 2023.
[5] P. Mukherjee, A. H. Roy, A. Mitra, and K. Singh, “A novel machine learning-based fall detection system using accelerometer and gyroscope,” in Proc. IEEE Conf. on Devices for Integrated Circuit (CODEC), Kolkata, India, 2023.
[6] P. Mukherjee, D. Biswas, S. De, and A. H. Roy, “PsyNet: A robust deep learning-based framework for detecting psychiatric disorders using EEG signals,” in Proc. Int. Conf. Intelligent Algorithms for Computational Intelligence Systems (IACIS), Hassan, India, 2024, pp. 1–6, doi: 10.1109/IACIS61494.2024.10721733.
[7] P. Mukherjee, A. Basu, D. Biswas, and A. H. Roy, “Design of a novel exoskeleton model for rehabilitation of upper limb impairments,” in Proc. Int. Conf. Contemporary Trends in Engineering (ICCTE), North Bengal Univ., Siliguri, India, 2025.
[8] D. Konar, S. De, P. Mukherjee, and A. H. Roy, “A novel human stress level detection technique using EEG,” in Proc. Int. Conf. Network, Multimedia and Information Technology (NMITCON), Bengaluru, India, 2023, pp. 1–6, doi: 10.1109/NMITCON58196.2023.10276159.
[9] S. De, P. Mukherjee, and A. H. Roy, “A hybrid pain assessment approach with stacked autoencoders and attention-based CP-LSTM,” in Proc. Int. Conf. Ambient Intelligence, Knowledge Informatics and Industrial Electronics (AIKIIE), Ballari, India, 2023, pp. 1–6, doi: 10.1109/AIKIIE60097.2023.10390223.
[10] S. De, P. Mukherjee, and A. H. Roy, “A novel deep learning-based approach for hypertension level detection using PPG,” in Proc. IEEE Silchar Subsection Conf. (SILCON), Silchar, India, 2023, pp. 1–6, doi: 10.1109/SILCON59133.2023.10404813.
[11] S. De, P. Mukherjee, and A. H. Roy, “BPWave: An advanced deep learning framework for continuous non-invasive cuffless blood pressure estimation and hypertension detection,” in Proc. Int. Conf. Smart Systems for Applications in Electrical Sciences (ICSSES), Tumakuru, India, 2024, pp. 1–6, doi: 10.1109/ICSSES62373.2024.10561375.
[12] S. De, P. Mukherjee, and A. H. Roy, “EEG-based intelligence quotient assessment using 1-D convolutional neural network,” in Proc. IEEE Conf. on Devices for Integrated Circuit (CODEC), Kolkata, India, 2023.
[13] S. De, P. Mukherjee, D. Konar, and A. H. Roy, “EEG-based taste perception classification using PCA-enhanced attention-TLSTM neural network,” in Proc. Int. Conf. Computational Intelligence and Communication Technologies (C2I6), Bengaluru, India, 2023.
[14] S. De, P. Mukherjee, D. Konar, and A. H. Roy, “AromaNet: Integrating attention mechanism with convolutional neural network for olfactory perception classification using EEG signals,” in Proc. Int. Conf. Computational Intelligence and Communication Technologies (C2I6), Bengaluru, India, 2023.
[15] S. De, P. Mukherjee, D. Biswas, and A. H. Roy, “A fusion of CNN and grey wolf optimization-enhanced BiGRU for epileptic seizure recognition using EEG signals,” in Proc. Int. Conf. Machine Intelligence and Networks with Wireless Communications (ICMNWC), Bengaluru, India, 2023.
[16] S. Mondal, D. Biswas, P. Mukherjee, and A. H. Roy, “AlcoNet: provisioning a robust deep learning-based framework for detecting alcoholism using EEG,” in Proc. Asian Conf. Intelligent Technologies (ACOIT), Kolar, India, 2024.
[17] S. Mondal, D. Biswas, P. Mukherjee, and A. H. Roy, “ADHD-Net: A robust deep learning-based framework for detecting ADHD patients using EEG,” in Proc. 2nd Global Conf. Communications and Information Technologies (GCCIT), Bengaluru, India, Oct. 2024.
[18] A. Basu, P. Mukherjee, and A. Halder Roy, “CovidNet: Automated detection of COVID-19 and pneumonia from X-ray and CT scans using deep learning,” in Proc. Int. Conf. Intelligent Communication Networks and Computational Techniques (ICICNCT), Bidar, India, Sep. 2025.
#HRJ#8ff4104a-81b8-47ec-a65f-c6975acd4f87#

Asian demographic (Pakistani, 32M)


5 years in Multinational O&G Technology Company working in the MIDDLE EAST. 3 Promotions in 1 year. (3 years as an engineer, 2 years in operations management, resource planning and performance management)
1 year in big 4 Consulting in the MIDDLE EAST

Masters degree in chemical engineering from From a Public US University (top 50 global in chemical engineering ranking) 4.0/4.0 gpa - did an exchange program in Greece, Received 100% Scholarship, Paid teaching assistantship and published 2 research articles in high-impact journals

Bachelors degree in chemical engineering from Canadian University (renowned for its STEM and Entrepreneurship) 83.73/100 - Multiple merit based scholarships, Won 4th year engineering design award, graduated with distinctions, did 5 internships (3 in Canada including startup, 2 international internships)

Certified Project Management Professional

Extracurriculars:
Founder (personal project) - Community Entrepreneurship (personally supported low-income families to start small businesses from funding, mentoring and hands-on setup to build stable independent income (so far, I have helped start 4 successful businesses - success measured by the fact that the family is financially independent and do not need charity anymore)
Youth Mentor - Local community club (focusing on youth through visiting them, mentorship, and helping improve their mental wellbeing)
Employee Empowerment Team - Lead (Led a volunteer wellbeing and inclusion group, organizing initiatives at work and outside to build connection, and strengthen community and belonging)
Acting/Content creation - Have created content reaching multiple million views on FB and Youtube. The channel was not mine but I was acting and script-writing.

Other achievements:
Back in highschool I took part in a global math competition. Placed 1st in Pakistan and 29th worldwide out of 16180 students
Scholarships already mentioned previously
Reasearch articles mentioned previously

Summary:
Highly international background. Grew up in Pakistan, Studied in Canada, then Studied in a US university, had an exchange program in Greece, now working in Middle East. I can speak 4 languages (2 fluent/bilingual/native, 1 Conversational, 1 elementary).