Academic:

● M.Tech, Power and Energy Engineering — Central University of Karnataka. Gold Medalist, CGPA 9.6
● B.Tech, Electrical Engineering — Central University of Karnataka. CGPA 8.4. Full tuition fee refund (Freeship) throughout — finished in top 2 of class

Professional:
● Senior Analyst, Precog Innovation Partners, Gurugram (current, leaving end of June 2026) — 10-member venture-building firm. Lead client engagements across strategy & operations. Have evaluated 45+ climate-tech startups and engaged 60+ corporates across energy, mobility, advanced materials, and circular economy verticals. Served as effective engagement manager across multiple active mandates simultaneously.
● Junior Research Fellow (JRF), NIT Andhra Pradesh (July 2022 - June 2023) Played a pivotal role in founding the 'Common Research & Technology Development Hub (CRTDH) in the Renewable and Energy Sector', sponsored by the Department of Scientific and Industrial Research, Ministry of Science & Technology, Govt of India.

Details of extra-curricular participation

8+ years of continuous IEEE volunteer leadership — one of the strongest extracurricular profiles for any MBA applicant from India:
● Chair, IEEEXtreme (2023–25) — Scaled the global 24-hour programming competition from ~8,000 to ~20,000 participants across 100+ countries
● Vice Chair, IEEE PES Students and Young Professionals Committee (2023–25) — Oversaw 550+ chapters globally, disbursed USD 100,000+ in grants.
● Industry Representative, IEEE MGA Students Activities Committee (2024–25) — Global governance role
● Region 10 Chair, IEEE PES Student Chapters (2021–23) — Led Asia-Pacific student chapters, organized first ever student chapters training at Singapore.
● Invited Luminary, IEEE Laureate Forum, New York (April 2026)
● Earlier roles: Secretary and Chair of IEEE Student Branch CUK, PES Chapter Chair CUK, PR Lead IEEEXtreme

Profile Evaluation: Indian Male / 4.5 YOE / Business Proprietor & Tech Builder / Target: INSEAD, LBS, HEC Paris, ISB


Hello everyone,

I am planning to apply to top-tier international and Indian MBA programs for the upcoming intakes. I would deeply appreciate a candid evaluation of my profile, my competitiveness for management consulting roles, and advice on my school selection.

Personal & Academic Background

Nationality: Indian Male

Bachelor’s Degree: Bachelor of Technology in Civil Engineering, Tezpur University (Tier 3 college)

Undergrad GPA: 8.22/10 CGPA
Class 12 (CBSE): 90.8%
Class 10 (CBSE): 9.0 CGPA / 10
GMAT Focus Edition: Currently preparing, targeting 705 (99th percentile equivalent)

Alternative Academic Test (CAT): 98.2 percentile overall, with a 99.57 percentile in the Quantitative Aptitude section (out of ~300,000 takers).

Professional Experience

I have approximately 4 years of non-traditional, highly entrepreneurial experience across business operations, technology delivery, and independent software development.

Proprietor & Operations Manager, Family Business: I run operations management for our family enterprise. In this role, I manage end-to-end procurement workflows, supply chain mechanics, and high-stakes compliance while interfacing with massive government entities, including the Ministry of Defence (MoD) and Bank of Baroda (BoB).

AI Automation & Technical Upskilling: To directly counter severe operational inefficiencies in my day-to-day business environment, I independently taught myself AI automation and engineered custom automated workflows using n8n. To further bridge business and deep tech, I am currently mastering DevOps and plan to expand into MLOps. My objective is to deeply understand AI infrastructure deployment lifecycles and cloud cost-optimization from both a technical and financial/commercial standpoint.

Independent Tech Solutions Delivery: I co-founded a venture that built and delivered custom software and tech solutions for international clients across Australia, the US, and Canada, managing client acquisition, scoping, and implementation.

Campus Food Delivery App (Undergrad Venture): Noticing a complete lack of food delivery infrastructure on my college campus, I took initiative during the COVID-19 lockdown to learn Flutter. I built and launched a functional Android food delivery app in 15 days. I personally onboarded roughly 40% of local neighborhood restaurants and drove operations to reach an average daily order value of ₹2,500.

Deliberate Deferral of IIT Bombay MBA Admit (2024): I secured an admission offer to the MBA program at IIT Bombay in 2024. However, I made a conscious, strategic decision not to join. That campus is highly renowned for operations roles; because I was already managing real-world operations as a business proprietor, I recognized that it would be far more valuable to continue executing in the real market rather than stepping back into a classroom to specialize in the exact same field.

Leadership & Extracurricular Activities

Community Leadership: Served as the NSS Department Head during my undergraduate years, where I structured and executed 10+ campus initiatives, overseeing logistics and crowd coordination for an average student participation of over 120+ people.

High-Impact Mentorship: Dedicated 35+ hours across 21 intensive, structured one-on-one sessions in a single month to mentor an undergraduate student, successfully guiding them to secure an internship.

NGO Volunteering: Active volunteer with the Team Everest NGO for 1.5 years, participating in 20+ community service and impact events.

Hobbies: Meticulous V60 filter coffee brewer (experimented with 30+ recipes last year by tweaking grind sizes, temperature, and pouring variables) and an avid fragrance collector (currently owning 15+ curated bottles with a target of expanding to 100+).

Career Goals

Short-Term Goal: Management Consulting (targeting MBB or Tier 2 consulting firms). I want to synthesize my hands-on experience as a business proprietor, my exposure to complex government frameworks, and my technical foundation in AI automation to solve high-impact strategy and operational problems for global clients.

Long-Term Goal: I am flexible on geography, but I would ideally like to work internationally or in Europe for a few years to absorb the frameworks of highly developed markets. Eventually, I aim to leverage this global exposure to scale my own tech-operations venture, utilizing advanced cloud architecture and MLOps to drive massive operational efficiency.

Target Schools

INSEAD
London Business School (LBS)
HEC Paris
Indian School of Business (ISB)

Areas Where I Would Appreciate Feedback

1. Unconventional Background Fit: How do top-tier admissions committees (especially INSEAD/LBS/IESE) view an applicant who is a proprietor of a family business paired with independent international tech delivery, rather than a candidate from a blue-chip corporate background?

2. Consulting Narrative Strength: Given my transition from civil engineering to running business operations and building AI automations, does my profile present a logical, compelling story for a pivot into elite Management Consulting?

3. GMAT & Academic Offsets: Coming from a Tier 3 undergraduate institution, will a 705 GMAT Focus score combined with my 99.57 Quant / 98.2 overall CAT percentiles and my prior IIT Bombay admission offer effectively eliminate any concerns regarding academic rigor?

4. School Strategy: How should I balance my application strategy between the 1-year European programs (INSEAD), the flexible European programs (LBS/IESE), and ISB in India given my career goals?

Thank you in advance for your time, insights, and guidance!

A Sr. Product manager, Building Rural-Banking product for India 2.0 or Bharat for the past 5+ Years.Designing rural livelihood products exclusively focused on women's empowerment.


Grad: 7.6 from SRM University
Post: Grad: 6.6 MBA in agribusiness Management

What are my odds of getting a 2nd MBA, and is there any chance of a GMAT or GRE waiver, considering I have shown quantitative aptitude during my Postgrad? Also, I will be sticking to PM roles post-MBA.

-Working at expert network

Academics

10th/12th/UG:: 9/7/8 | GMAT FE: 675 (Ballpark)
Work — 5 years
2 years at one of the largest global risk advisory firms, assisting with BD strategy, industry assessments and thought leadership. Formal company-wide recognition.

3 years at a global procurement & supply chain firm delivering business intelligence for SEA and US clients.

Post-MBA Goal
Strategy Consulting at MBB (Preferred geography: ME, EU, India)

My questions

Realistic chances across my target schools?
What extracurriculars can I work on to assist my profile?

Brutal feedback appreciated.

After 5 years in Sales and Marketing, I wish to pivot to a different role.

CS graduate from a Tier 2 university in India (GPA 8.14/10, merit scholarship). Currently wrapping up a Product Management internship at a Series B e-commerce/healthcare startup, where I've owned product, analytics, and operations workstreams. Prior experience includes data & analytics and product internships at a Fortune 500 company and an edtech startup. Also have a peer-reviewed ML research publications in 2 international conferences. Starting full-time as a Data & Analytics consultant at a global life sciences consulting firm in June 2026. Aim is to apply to ISB PGP YL R1 in December. Planning to give CAT and GMAT.

Consultant physician, Australian tertiary health network, Australian medical school

masters in clinical ultrasound
previous career as pharmacist including bachelors

I am a 2023 BMM (Advertising) graduate from Mumbai with a commerce background from junior college and post graduation i gained 6 months of experience in real estate sales where i handled client and lead conversion in a real estate market. And I am now looking to pursue Mim or MSc in finance

Lead Performance Marketing Strategist (Contract) | Remote | May 2023 – Present

In this role, you engineer full-funnel paid media strategies for multi-million-dollar accounts, utilizing advanced pixel tracking and custom audience segmentation to drive a 37% growth in owned databases. By managing automated lifecycle campaigns across email and SMS channels with rigorous A/B testing, you have consistently improved engagement and conversion rates. Your data-driven approach to audience research and segmentation has further enhanced targeting precision, leading to a 21% increase in overall campaign engagement.

Advertising and Sales Consultant | Allstate | Alcoa, TN | August 2022 – Present
You orchestrate advertising and lead generation initiatives that leverage SEO, Meta ads, and HubSpot to catalyze a 44% increase in traffic and a 38% rise in sales. Your ability to craft compelling, client-facing messaging has been pivotal in maintaining a 78% lead conversion rate, while your adept use of CRM tools for market trend analysis has optimized long-term sales performance.

Digital Outreach Lead | National Alliance on Mental Illness | Knoxville, TN
You spearhead digital outreach and paid Meta lead-generation campaigns that maintain a 12% conversion rate, successfully scaling regional donor databases. Your strategic oversight has been instrumental in securing six-figure annual fundraising milestones, notably capturing over $350,000 in localized donations to fund critical regional mental health initiatives. Additionally, you demonstrated significant project management skills by orchestrating a benefit concert that involved collaboration with WUTK radio, successfully managing ticket logistics to generate funds for suicide prevention awareness.

I am a pharmacy graduate completed my B. Pharma in 2023 after that I joined Zydus healthcare limited in Dec 2023 as Medical Representative and worked there till April 2026 and Now I'm working as Medical Representative in Glenmark pharmaceuticals

I have around 4 years of experience in Anti money laundering domain and my academics are in my 10th I scored 8.2cgpa, in 12th I had 64%. In Engineering (Electrical) I had 62% with 28 backlogs and completed it in 5 years

IIT Madras BTech graduate,

2 years of international work experience in Accenture Japan,
Startup Experience

Background -

Indian Male, 24 age (25 by Sep'26)
Non-engineer, B. Com (Hons) from Tier-1 college in Delhi University
CGPA - 9.095/10
Class 12 - 97.2%
Intake year - Aug/Sep 2027 (currently at 3 YOE, will complete 4 by next year)

Professional background -
Working in a strategy consulting firm for 3 years, started as a generalist worked in multiple sectors like consumer, industrials, sustainability, medtech, TMT, etc.
But for over an year, working full-time in the Financial Services practice, with deep insights into wealth management, payments, fintech, banking (less experience in insurance).
Actively contributed to organizing events in PRIDE and sustainability related initiatives.

Planning to give GMAT next month. Target score - 705+