commerce graduate from tier 1 commerce college in india

2 years of work ex at family owned business and worked as a director
targeting a gmat score of 735
have obtained various certifications in finance
10 -91.2(CBSE)
12-89.5
intern for 6months at a engineering and construction firm

I’m in the research industry, worked in. 2 well-known research agencies (the first one is a boutique research agency with a consulting edge and my current is a global research firm). I would say my job did have a lot of consulting style to it - we had to solve a certain question or dilemma presented by a client with our recommendation.


- I led end to end qualitative research projects that resulted in a substantial growth and contribution to the team. My clients always come back with a 10 satisfaction score and with more projects to commission.
- I used projective techniques to analyze real meanings and opinions from real consumers, these data are later analyzed and put together into a PPT report with strong storyline leading to a definitive answer to the client’s initial question.
- I coordinated with international clients and the international counterpart (mostly within SEA) of my firm to complete the research in a different country, while I manage the client and oversee the reporting process to ensure it is up to quality.
- I spearheaded the use of AI tools in my firm in Thailand. We have this tool called AI moderation where consumers can complete an interview entirely via their phone from anywhere - it saves time and cost when compared to traditional ways of research with face to face focus groups. The tool was introduced by the global team mid 2025, by end of 2025, our Thailand team has received first project commissioned to work with this tool. I managed the project end to end, from communicating to the client, learning how to use the AI platform, and extracting the data to craft an insightful report.
- I was lucky to have a chance to work with such reputable names in various industry, from automotive industry where I helped launch the first rental EV battery-swappable motorcycle, to FMCG where I assisted the client in revising the packaging, concept for launching new bouillon cube, to my favorite beauty products where I work across Thailand, Philippines, Vietnam, and South Africa to understand each country’s nuance in their needs and how to tweak the client’s products through product development and through communications to best suit each country.

As an Advanced Business & Data Analyst at Novo Nordisk, I contribute to global QC operations by driving data standardization projects and digital transformation initiatives. My role involves addressing data inconsistencies, developing governance models for QC data products, and collaborating with global and site-level stakeholders to enhance alignment, efficiency, and data-driven decision-making.


With a Master's in Human-Centered Artificial Intelligence from DTU and a degree in Biomedical Engineering from UC3M, I integrate technical expertise with structured problem-solving. My work includes automating processes, creating scalable workflows, and fostering collaboration to support the transition toward a consolidated, future-ready digital ecosystem for quality control.

https://www.dappsfirm.com/polymarket-clone-script

Hi Everyone,


Academic Background:
10th: 94%
12th: 91%
CGPA-8.4
GMAT- 695
B.Tech in Civil Engineering with Finance Minor- BITS PILANI

Work:
3 yr of work ex in trading industry,I work as a commodity trader in a trading firm where I trade US F&O market.

Extracurriculars:
Have over 2+ yr experience working as a freelancer Video editor have worked with some of the major influencers

I wish to build some skills over a 2-3 year project sincerely now, for my profile.


Apart from work, not really a stellar profile as of today, but I am more than willing to commit

ADAMS AGHIMIEN

Toronto, ON | (647) 914-9805 | [email protected] | linkedin.com/in/adams-aghimien

PROFESSIONAL EXPERIENCE

REELWORLD SCREEN INSTITUTE, Toronto, ON
Business and Systems Lead | Feb 2026 - Present

- Lead business systems and data strategy for a national screen-sector organization, translating program, finance, grant, audience, and stakeholder needs into practical workflows, dashboards, and reporting tools.
- Built integrated audience, ticketing, artist-fee, and revenue analysis workbooks using data from Stripe, QuickBooks, Cinesend, Elevent, form exports, and internal records, improving leadership visibility into program performance and financial trends.
- Designed audience segmentation and repeat-engagement analysis to identify loyal attendees, alumni, sponsors, creators, industry professionals, and outreach opportunities across festival and year-round programming.
- Developed SOPs, data-cleaning processes, QA checks, and source documentation to strengthen reporting accuracy, institutional memory, funder readiness, and cross-functional decision-making.
- Support revenue strategy, membership model development, sponsor reporting, and policy/funding awareness by turning fragmented operational data into clear management insights.

FTI CONSULTING, Toronto, ON
Research Analyst, Corporate Finance | Sep 2024 - Apr 2025

- Conducted research and analysis across corporate finance, market intelligence, and policy-adjacent workstreams, synthesizing regulatory filings, investor disclosures, industry data, and public records into decision-ready insights.
- Built Excel-based trackers, QA workflows, and research systems to standardize inputs, improve version control, and support parallel analytical workstreams across internal teams.
- Produced concise memos, presentation materials, and analytical summaries translating complex market, regulatory, and reputational information into clear narratives for senior review.
- Researched trends across technology, media, telecommunications, sustainability, and regulated sectors, helping teams assess market structure, strategic risk, and implementation implications.

ELECTRICITY CANADA, Ottawa, ON
Climate Change and Environmental Policy Analyst | Aug 2023 - Jul 2024

- Authored policy briefs, submissions, and research materials on clean electricity regulations, electrification, grid modernization, environmental compliance, and climate policy affecting Canadian utilities.
- Conducted regulatory and jurisdictional analysis on the Clean Electricity Regulations, Impact Assessment Act, Fisheries Act, PCB regulations, and pesticide policies, identifying implications for electricity-sector stakeholders.
- Convened and supported cross-Canada utility working groups, coordinating agendas, minutes, member input, and stakeholder discussions across industry, government, regulators, and environmental organizations.
- Built and maintained a national tracker of member emissions, net-zero targets, adaptation strategies, and climate commitments using Excel and Power Query.
- Supported external engagement and policy coordination by translating technical, regulatory, and political developments into clear briefings for internal and member audiences.

THE DAIS, TORONTO METROPOLITAN UNIVERSITY, Toronto, ON
Economic Research Assistant | Mar 2023 - Jul 2023

- Conducted quantitative research and policy analysis on digital infrastructure, clean technology, and decarbonization pathways in Canada.
- Developed case studies, exhibits, and written analysis linking technology adoption, infrastructure investment, emissions reduction, and economic outcomes.
- Synthesized academic research, public datasets, and policy materials into accessible reports, discussion papers, presentations, and blog-style outputs for non-technical audiences.
- Contributed research on labour-market transition, regional economic development, and national clean-technology capacity.

ONTARIO PUBLIC SERVICE, Toronto, ON
Business Finance Officer, Co-op | Sep 2022 - Dec 2022

- Supported business analysis and financial operations for a $2 million fintech modernization project, assessing workflow inefficiencies and implications of system transition.
- Built dashboards for 10 KPIs using Power BI, Oracle BI, and Excel to improve reporting visibility and management tracking.
- Authored business process models using Visio to document future-state workflows, clarify requirements, and support implementation planning.
- Developed an automated asset tracker using Excel VBA, improving tracking efficiency by 50%.

UNIVERSITY OF TORONTO, Toronto, ON
Research Assistant, Department of Economics and Geography | Aug 2021 - Aug 2022

- Analyzed social, economic, and political data for a comparative study of regional development trends across 67 U.S. counties.
- Supported market and regional analysis through data collection, cleaning, literature review, and synthesis of economic indicators.
- Contributed research inputs for working papers, presentation materials, and academic analysis on regional development and economic geography.

LEADERSHIP AND COMMUNITY

UNIVERSITY OF TORONTO STUDENT UNION, Toronto, ON
Co-President | 2023

- Led student representation during a public institutional crisis involving community harm, accountability, and student trust.
- Organized town halls, consulted university leadership and legal advisors, and helped guide communication with students during a highly sensitive controversy.
- Contributed to a revised student charter and community-repair process that helped rebuild student engagement and trust.
- Helped lead the organization to win Student Union of the Year following a period of significant community scrutiny and internal reform.

FIND YOUR PATH MENTORSHIP, Toronto, ON
Organizer, Mentor, and Data Analyst | Aug 2019 - Present

- Support Afrocentric mentorship programming for Black youth through event planning, outreach, speaker coordination, and mentor engagement.
- Helped coordinate programming logistics, funding support, and stakeholder communications for youth development and community-building initiatives.
- Analyzed survey data using Excel for research on Black youth high school dropout rates in Canada, supporting evidence-based program design.

CANADIAN ARAB INSTITUTE, Toronto, ON
Policy Fellow | Jan 2021 - Sep 2021

- Conducted policy research on the relationship between Canadian public institutions and Arab communities.
- Interviewed police officers, NGO leaders, activists, and community representatives to inform research and policy recommendations.
- Produced literature reviews, reports, and stakeholder summaries focused on civic engagement, public trust, and community representation.

EDUCATION

UNIVERSITY OF TORONTO, Toronto, ON
Honours Bachelor of Arts, Political Science | 2023

- Selected research: hydrogen transition thesis using econometrics, patent analysis, and text mining.
- Relevant coursework and training: political economy, statistics, public policy, international relations, economic research methods.

SKILLS

Analytics and Data: Excel, Power Query, PivotTables, VBA, Power BI, SQL, Python, R
Research and Strategy: policy analysis, ESG and regulatory research, stakeholder mapping, market intelligence, economic analysis
Business Tools: Bloomberg, CapIQ, Oracle BI, Visio, ArcGIS, QGIS
Communication: executive summaries, policy briefs, presentations, stakeholder engagement, research translation

Software Development Engineer at Bosch Global Software Technologies with 3.8 years of experience in Advanced Driver Assistance Systems (ADAS), embedded systems, and automotive functional safety. Working extensively on Automatic Emergency Braking (AEB), Forward Collision Warning (FCW), radar-based perception systems, and AI-assisted safety solutions for global OEMs including Stellantis, Mitsubishi, Honda, Oshkosh, and BYD.

bosch-softwaretechnologies.com
Experienced in modern C++, embedded software development, failure analysis, false-positive mitigation, ISO 26262 functional safety, SOTIF, FMEA activities, and system-level risk analysis for safety-critical automotive systems. Currently contributing to Safe AI initiatives focused on improving robustness and intelligent decision-making in ADAS perception systems.
Graduated in Electronics & Telecommunications Engineering from K. K. Wagh Institute of Engineering Education & Research with an 8.78 CGPA. Recipient of multiple technical awards including Bosch GEM and SHABASH awards, along with recognition in the TCS DISQ Ideathon. Interested in technology leadership, product strategy, AI-driven mobility, and management consulting.

Academic Background

Completed Higher Secondary Education (CBSE) in 2014 with a CGPA of 8.6.
Completed Senior Secondary Education (PCM) from Bihar State Board in 2016 with 66.2%.
Graduated with a Bachelor’s degree in Mechanical Engineering from KIIT University, Bhubaneswar in 2021 with a CGPA of 8.26 and no academic backlogs.
Professional Experience
Currently possess 5.5 years of professional experience at Accenture India, with progressive growth across the following roles:
Associate
Analyst
Senior Analyst
Worked extensively in enterprise technology environments with exposure to cloud infrastructure and operational delivery. I am working directly with the stakeholders.
Founded a Private Limited Company, for a sourcing business. Currently operationg with a stable annual turnover. Recently worked with a UK-based client as part of the business operations.
Simultaneously managed responsibilities in both corporate and entrepreneurial environments, gaining exposure to operations, client management, and execution.
Internships & Industry Exposure
Completed a 2-month internship at Volvo India in the core mechanical engineering domain.
Completed a 3-month consulting internship at HighRadius.
Certifications
Successfully earned the Azure Cloud Architect Associate certification.
Awards & Achievements
Received four Employee Recognition Awards during my tenure at Accenture for performance and contribution.
Selected for SSB Interview for entry into the Indian Navy in 2023.
Secured rank positions in multiple Olympiads during school years.
Leadership & Extracurricular Activities
Served as Associate Coordinator of the Robotics Society during my third year of engineering.
Designed and built a fully functional 3D printer from scrap materials, which was recognised by the university and retained in the laboratory for junior students’ learning purposes.
Have been actively associated with an NGO and participated in social initiatives.
During the post-COVID period, while working remotely at Accenture, I also managed operations for a reputed hospitality chain property in Himachal Pradesh for nearly two years.
This experience helped me develop strong operational management, multitasking, stakeholder management, and execution capabilities.

I am planning for ISB PGP MBA flagship program Round 1.

I'm a Revenue Operations professional with over three years of experience in financial strategy and data-driven insights across Latin America. My career at Dell Technologies highlights a strong trajectory, beginning with internships in channel marketing and LATAM COE, where I honed skills in Power BI reporting and strategic analysis. I advanced through Dell’s Finance Development Program, a rigorous rotation that allowed me to automate financial processes, strengthen expense governance, and support sales with pricing and portfolio strategies. Currently serving as a Senior Finance Analyst in ISG Strategy & Planning, I partner with sales teams to deliver pipeline insights, explain variances, and drive operational controllership across LATAM.

My qualifications include a Bachelor’s degree in International Affairs with a business focus, complemented by postgraduate studies in Finance and AI & Big Data. When it comes to achievements include my ability to merge technical expertise with strategic vision, influencing business decisions and scaling operational excellence. With proven strengths in cross-functional collaboration, financial reporting, and AI-driven analytics, my goal is to continue leveraging data and technology to optimize financial strategies and empower business growth across global markets.

My profile: I scored 85% in my 10th-grade state board exams, 55% in the 12th grade, and 86% in my B.Tech in Computer Science from a Tier-2 college. I originally planned to pursue an M.Tech and started learning German, but I dropped the plan due to COVID-19. This created a one-year gap. Because I could not secure a proper job initially, I started working in mid-2021 and am still working as a Salesforce Administrator and QA Engineer. I have earned a few Salesforce certifications and was an NCC candidate with a B-level certificate. Additionally, I regularly participate in voluntary programs, such as blood donation and cleaning camps organised by my company.

Marine Engineer with 6+ years of experience in the Merchant Navy across tanker operations, maritime engineering, and digital transformation. Worked onboard bulk carriers, product, and chemical tankers with multicultural crews, handling critical machinery operations and maintenance in high-responsibility environments. Currently working at MOL-IT on maritime digitalization initiatives, including vessel training, implementation support, and onboard documentation digitization projects. Demonstrated leadership through operational responsibilities at sea, cross-functional coordination, and multiple leadership positions during undergraduate studies at Indian Maritime University. Post-MBA goal is to transition into consulting focused on operations, transformation, and technology-driven industrial solutions.

I'm a Data Preprocessing Specialist at Align Technology in Yerevan, working on computer vision models for defect detection, OCR, and quality control as part of a small ML labeling team. Day-to-day stack: Python, Label Studio, Docker, AWS.


Background: BSc in Information Security from the National Polytechnic University of Armenia (GPA 93.47/100, 2016–2020), followed by service in the Armenian Armed Forces — Sergeant in infantry and radio-communications, later Platoon Commander in the reserves. Built up the AI/ML side through DeepLearning.AI's Deep Learning Specialization, HuggingFace's AI Agents course, and Armenian Code Academy's Advanced AI/ML program taught by researchers and engineers from Krisp, YerevaNN and Google.

Currently targeting the HEC Paris MSc in Data Science & AI for Business. IELTS 7.5, GMAT FE 615 (Q82, V81, D78).

Hi everyone,

Planning to apply for ISB in round 1, requesting to do a profile evaluation .
Academic Background:
10th: 10 CGPA
12th: 9.86 CGPA
JEE Main: 98.3 percentile
JEE Advanced: AIR 1200 in EWS category
B.Tech in Civil Engineering from top IIT with a CGPA of 7.2/10

Work:
3+ years of experience in solar(2GW+) and wind energy projects in structural and geotechnical engineering
Worked as SPOC for 500+ MW wind projects
Helped optimize foundation designs, reducing project costs
Worked on solar tracker structures for a green ammonia project in Oman , worked on engineering activities for module cleaning robots
Conducted land prefeasibility analysis for 100+ land parcels using a software which saved site visits which indirectly saved the costs.
Promoted to Deputy Manager within 2 years through a mid-year appraisal
Collaborated with multiple teams, stakeholders, and supported junior members

Extracurriculars:
Learnt kathak and performed in annual dance showoff of the dance academy
Swimming
Badminton
Content creator executive and PR& Branding executive for college club and fest.

GMAT: Took GMAT and got very less score planning to retake the gmat in July and aiming for 685-705 score.

Thanks a lot!!

I am currently working as an Associate Software Engineer at Omnicom Media Group with a total of 2.5 years of professional experience. I hold a Bachelor’s degree in Engineering with an 8.3 CGPA and have consistently maintained strong academic performance, scoring 94% in ICSE Class 10 and 80% in CBSE Class 12.


Over the course of my professional journey, I have worked on diverse technical projects, collaborated with cross-functional teams, and taken ownership of project deliverables. I also initiated a knowledge-sharing program called “Technical Thursday” within my organization to promote collaborative learning and continuous upskilling among team members.

Beyond academics and work, I have held leadership roles such as House Captain in school and Class Representative in college. I have also participated in social initiatives including teaching underprivileged children, awareness drives, and environmental campaigns. Coming from a business-oriented family, I have always been inclined toward entrepreneurship and business strategy, which has motivated me to pursue an MBA and transition into product management, where I aim to bridge technology and business to build impactful products.

Below are my year wise academic and extra curricular details : 1. Year 2008 - Appeared for my Class 10th Exam. Passed with 69.2%. The subjects were Maths, Science, Social Science, English, etc. 2. Year 2010 - Appeared for my Class 12th Exam. Failed in all the subjects. The subjects were Maths, Physics, Chemistry, Social Science, English, etc. The reason for failure was lack of interest in studies. 3. Year 2011 - Appeared for my Class 12th Exam again. Failed in all the subjects again. The subjects were Maths, Physics, Chemistry, Social Science, English, etc. The reason for failure was lack of interest in studies. 4. Year 2011 - Took admission in a 3 year full time Diploma Course in Computer Science and Engineering in Bangalore. Studied hard in Diploma. In each semester, I used to be among top 5 students in class. Finally, passed Diploma with 71%. 5. Year 2014 - Took Manipal Entrance Examination for B.Tech. (Lateral Entry) Course. Got All India Rank 4 in the entrance and got admission in Manipal Institute of Technology, Manipal in Computer Science and Engineering for a 3 year full time B. Tech. course. In these 3 years, I lost interest in studies and failed in multiple subjects in every semester. I also got 2 year backs. Finally, passed my B.Tech. in year 2020 with 6.1 CGPA (61%). 6. Year 2018 - While still in College, I got an internship with a startup in Bangalore for Analytics and Operations Role. I continued my internship for 2 years till year 2020 until I passed my B.Tech. 7. Year 2020 - I got an full time job from Health Tech startup in Bangalore for a Business Analyst Role. I got multiple promotion in this organization. Within 6 months of joining, I got promoted as Manager, Analytics. I got the opportunity to build and team. I hired 4 Analysts and started managing them. In next 1 year, I got promoted to Associate Director, Analytics. I now hired 4 more Analysts and built a team 8 Analysts. Also, this team became Central Analytics Team and started looking after entire Analytics need of the Company like Finance, Operations, Product, HR, etc. I am currently working as Associate Director, Analytics and have total full time work experience of 5 years as of now. 8. In the past, I have also volunteered for NGOs. I joined Rotaract as International Services Director and organized multiple events in government schools for donations and awareness. I also volunteered for CRY and undertook few Analytics Project. 9. I can also get recommendation letter from the current CEO of my company (Ex- University of Pennsylvania Graduate) and Ex- CBO of my company (Ex- ISB PGP Graduate).

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Hello experts,


I am an Indian Male working as an analyst at one of US top banks. Below are the particulars of my profile:

Undergrad:
BTech from Tier3 college (8.7 CGPA - Though it is below 9, I was in top 5%. scoring was stringent there)
I was the placement coordinator and founding member of Startup and Innovation club. I did one industrial training at a major steel plant focused on production facilities. I did a paid summer internship at a startup. And I did a research internship at IIT Kgp.
I also completed a BTech research paper at my university.

Work Exp: 5 years
I had 1 promotion and expecting one by mid next year.
I have been active in engagement events and CSR. I am also leading and representing the larger team at site level for CSR activities.
Recently I participated in an AI event in which I owned a booth to showcase the suite of AI products recently developed in my organization.

International:
I have visited Singapore and Indonesia. Not directly for business but had the cultural exposure.
I have worked for the US market and alongside US clients and counterparts.

My target schools are HEC Paris, LBS and Insead and I have plans to apply for the Fall 2026 intake. I have affinity towards European schools because of lesser course time and expenses. Also they have a better acceptance rate.

I know I am from an overly represented pool. Should I consider retaking the GMAT? I got 685, 695, 675, 665, 675, 675 respectively in official mocks before the actual test. I was hoping at least a 685, but!

Please feel free to share your comments, thoughts, criticisms and suggestions. Any form of my profile evaluation and suggestions on next steps will be greatly helpful.

To simplify my questions:
1. For which top schools I have a good chance with my current score(European preferable, but across the globe)?
2. Any chances of scholarship? It is much needed for me to pursue an MBA.
3. Does the current score seem fine or is it highly suggested to have a retake?
4. If I send the score to a school now, will the same be available for next year applications and/or re-applications?

Regards!