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3+ yrs · User-First, Impact-Driven Product Management

I design
experiences that
make life simple.

Product manager and strategist passionate about building at the intersection of people, technology, and business.

Vighnesh at work

Currently Available

Vighnesh
Chavan
Product Manager · Computer Engineer · 3+ YOE
📍 USA · Open to Relocation

Raised on Mumbai chaos. Obsessed with simplicity.

I'm Vighnesh — Lead Product Manager at Asobo Education, building technology to make education more accessible for every child in a classroom.

I grew up in Mumbai — India's largest city. To put its density into perspective: if you placed every human alive today — all 8.5 billion of us — into Texas, Mumbai would still be more densely packed. Every trip outside meant passing hundreds of people. That shaped something in me: a deep sense of responsibility toward the people around me, and the ability to build genuine relationships with every kind of person.

Growing up in the suburbs, I made friends across backgrounds, religions, and beliefs — brought together by sport. Soccer, cricket, basketball. Team sports taught me strategy and collaboration. I later captained my college soccer team. And I realised early: great products, like great teams, are built on trust and execution.

I chose software engineering because it felt like the cheapest medium with the power to reach millions. In college, I became COO of the Computer Society of India and served on the Student Council — learning what real leadership looks like: influence, accountability, and bringing the best out of people around you.

"You have to be smart in front of cool guys and cool in front of smart guys."

— A mentor who changed my perspective

That's exactly what Product Management is — the bridge between people and technology. A discipline that perfectly blends leadership, strategy, and championing the humans who use what we build.

🎯

Strategy-first

Every feature starts with a clear why

🤝

People-led

Products succeed because people do

Bias for action

Decisions with imperfect data, fast

🌏

Global mindset

Diverse lens from two continents

Professional Experience

AI Product Manager with 3+ years building and scaling personalized AI/ML products — from 0→1 discovery to production AI systems.

Download Resume
Lead Product Manager
Asobo Education · Now · Jun 2025 — Present
Agentic AI RAG n8n LLM A/B Testing

Re-joined Asobo to own its evolution into a gamified student analytics platform, leading AI implementation and product roadmap.

  • Implemented agentic AI workflows using n8n, orchestrating LLM inference, embeddings, human-in-the-loop feedback, and event-driven architecture for personalized learning and outcome-driven engagement.
  • Built taxonomy-constrained RAG (grade → chapter → topic) with vector-store filtering and validated via A/B testing, reducing off-topic or hallucinated questions by 30–40% compared to unconstrained similarity search.
  • Defined evaluation metrics and rollout guardrails, cutting iteration cycles by 40% while maintaining output quality and trust.
Product Manager Co-op
Vertice AI · Sep 2024 — May 2025
AI/ML Fintech SQL Predictive Analytics B2B SaaS

Fintech B2B SaaS — specialized as AI/ML Product Manager, leading the roadmap and lifecycle of multiple AI/ML tools.

  • Partnered with data scientists and AI engineers to enable personalized marketing campaigns, leveraging transactional, behavioral, demographic, and product-holding signals to deliver targeted offers at scale.
  • Uncovered high-value end user segments from 1B+ transactions using SQL & K-means clustering, enabling personalized marketing campaigns that improved client ROI.
  • Applied predictive analytics (Random Forest & logistic regression) to predict user outcomes (customer intent) for 20+ clients.
  • Delivered 9+ AI-driven features by leading the full product lifecycle and shaping go-to-market strategies to maximize adoption.
  • Owned product roadmap and user stories, translating user feedback into data-driven product strategy and documentation.
Product Manager Co-op
Segra · Jun 2024 — Sep 2024
Telecom Monte Carlo ROI Analytics Enterprise

Telecom provider with 6K+ customers — led product ROI analytics and release execution for enterprise-scale solutions.

  • Presented ROI analysis across 500K locations and 6K customers using Monte Carlo simulations, guiding stakeholder decisions.
  • Created product launch plans, release notes, and training materials used by 160+ sales staff to improve release management.
  • Automated pricing & cost models across product categories, enabling sales teams and vendors to improve sales velocity by 30%.
Founding Product Manager
Asobo Education · Sep 2023 — Jun 2024
0→1 EdTech Market Research MVP Volunteer

Asobo emerged from TutorSmith (tutoring marketplace) after early pilots revealed need for better visibility into in-class engagement.

  • Built TutorSmith 0→1 as a live tutoring marketplace, designing core workflows (student discovery, tutor matching, scheduling, and session management) and launching pilots that generated the insights leading to the pivot into Asobo.
  • Led market research and competitive analysis to identify product-market fit, aligning value stream to product strategy and vision.
  • Reduced early churn by 15% through usability testing and integrating Voice of Customer feedback into multiple MVP iterations.
Associate Product Manager
Kennect Technologies · Oct 2022 — Jun 2023
B2B SaaS Payroll Python Backlog Cross-functional

B2B SaaS providing payroll management — owned the end-to-end product lifecycle through cross-functional teamwork.

  • Achieved 50% workflow improvement by conducting customer interviews and requirements gathering with the CSM team.
  • Drove product requirements, prioritization, and backlog management, keeping development aligned with business objectives.
  • Onboarded a key client, driving 7% revenue by integrating Payroll Curves using Python libraries (Matplotlib, NumPy, Pandas).
  • Eliminated rule-based decision frameworks to model team hierarchies, improving workflow and operational efficiency by 40%.
Kind Words

What MY People Say

Recommendations from managers and colleagues I've had the privilege of working with.

"Vighnesh joined the Vertice AI team as a Product Manager, and I had the pleasure of working directly with him over the 8 months. Vighnesh excelled at many aspects of product management. He worked with an incredible level of detail when building product requirements and worked well with our development teams to see ideas into reality. He also displayed a great self-starter mindset, picking up tasks and acting without directly being asked. Another major attribute I admired was his self awareness — he is able to understand his strengths and weaknesses and showed a strong desire to grow and improve over time as a Product Manager."

"Vighnesh drives impact and 'fits in' as a product person by quickly establishing deep rapport across a variety of stakeholders. He is endowed with an analytical bent of mind and a strong potential for research which he rightly uses to his advantage. Another trait I appreciate about him is that he never restricts himself to his job roles and looks for holistic learning, which marks his earnestness and drives him to gain professional growth. I strongly recommend Vighnesh for any team that needs a thoughtful, driven, humble, and flexible Product person."

"Working closely with Vighnesh at Kennect Technologies has been an absolute pleasure and a testament to his exceptional capabilities as a Product Manager. Our collaborative journey began with the development of the Agreement Management System, a groundbreaking project that saw a remarkable 50% increase in the speed of drafting and distributing incentive letters. Vighnesh exhibited not only a deep understanding of product management intricacies but also a rare ability to navigate complex technical challenges effortlessly. I wholeheartedly endorse Vighnesh as an outstanding product manager with immense potential."

"I had the pleasure of working closely with Vighnesh on the product team at Kennect, where I gained firsthand insight into his innovative approach to product development. Vighnesh consistently brought fresh, creative ideas to the table. What sets Vighnesh apart is his deep understanding of user needs and his ability to think critically about complex problems. He doesn't just focus on what a product can do — he's always thinking about what it should do to truly benefit the end user."

Selected Work

Case Studies

Real-world product problems, researched deeply and solved strategically.

SpotifyMusic Tech

Spotify For Artists

Revolutionizing the way musicians engage with their audience — performance tracking, listener insights, and release optimization.

View Study
KnoxBoxPublic Safety

KnoxBox: A Solution for Firefighters

Streamlining emergency responder access in compliance with NC Fire Prevention Code — a life-saving product strategy.

View Study
GitHubDeveloper Tools

GitHub: Username Case Study

A compliance plan for GitHub's transition to legal names under new US legislation — balancing UX with regulation.

View Study
Nova HealthHealthcare AI

Nova Health Solutions: AI Integration

Transforming customer support through Conversational AI — reducing costs and boosting efficiency in critical healthcare services.

View Study
Performance PulseSports Analytics

Performance Pulse

A soccer analytics platform with real-time tactical tracking — empowering coaches to make instant strategic decisions.

View Prototype
AwakenConsumer App

Awaken: The Alarm App

Behavioral design for college students — turning the alarm into a habit engine through engaging, user-centric UX.

View Study
Writing

Business & Tech Blogs

Exploring the most interesting ideas in technology, business, and product — one insight at a time.

Why AI Is The Best Cure For Healthcare
AI & Healthcare

Why AI Is The Best Cure For Healthcare

One curve is racing downward, making technology cheaper. The other is climbing relentlessly, dragging healthcare costs higher. Moore's Law vs. Eroom's Law — and how AI bridges the gap.

Jul 17, 20252 min read
Read Article →
The Osborne Effect
Product Strategy

The Osborne Effect: How One Mistake Derailed a Tech Pioneer

A visionary entrepreneur, a revolutionary product, and one premature announcement that destroyed everything. The lesson Adam Osborne learned the hard way — still relevant for every PM today.

Jan 14, 20242 min read
Read Article →
Product Cannibalism
Business Strategy

Art of Product Cannibalism: Apple's Clever Move

Picture a tech giant intentionally launching a product that rivals its own top-sellers. Counterintuitive? Yes. Genius? Absolutely. How Apple used the 15" MacBook Air to eat its own lunch — on purpose.

Dec 11, 20231 min read
Read Article →
User Adaptability — When Brilliance Meets Resistance
Product Management

User Adaptability: When Brilliance Meets Resistance

Google Glass was technically flawless. It still failed. In 2026, with spatial computing and AI agents flooding the market, the graveyard of brilliant-but-abandoned products is getting crowded. Here's why adoption is the real product.

Jan 22, 20263 min read
Read Article →
Kalshi and Prediction Markets
Fintech & Markets

Kalshi Is Changing How the World Bets on the Future

In 2024, prediction markets didn't just outperform polls — they outperformed everything. Kalshi's CFTC win opened the floodgates. Here's why this is the most underrated shift in information markets.

Mar 10, 20263 min read
Read Article →
Innovation Imitation: The Race to Replicate
Competitive Strategy

Innovation Imitation: The Race to Replicate

Snap invented Stories. Instagram took them. Then TikTok ate everyone's lunch — and everyone copied TikTok. The cycle is accelerating. Being first is still an edge, but in 2026, the real weapon is how fast you follow.

Feb 5, 20263 min read
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Watch & Learn

Video Gallery

Curated talks, presentations, and ideas that shape how I think about product, leadership, and life.

My Leadership Philosophy
Leadership

My Leadership Philosophy

A presentation from my graduate-level engineering class — inspired by the Boat analogy, focused on people's empowerment and autonomy.

Stay Hungry, Stay Foolish
Inspiration

Stay Hungry, Stay Foolish

The Steve Jobs Stanford speech that inspired my curiosity and creativity — encouraging unconventional paths and different thinking.

Identifying Product Market Fit
Product Strategy

Identifying Product Market Fit

A Steve Jobs masterclass on how NeXT achieves product-market fit by understanding the target audience and crafting tailored solutions.

Flat Earthers vs Scientists
Empathy & EQ

Flat Earthers vs Scientists

A masterclass in radical empathy and emotional intelligence in debates — the moment at 26:55 changed how I think about user research.

Brian Chesky on Launching Airbnb
Entrepreneurship

Brian Chesky on Launching Airbnb

Reid Hoffman interviews the Airbnb Co-Founder on the struggles of launching and managing a product — packed with PM insights.

Would love to hear from you.

Whether it's a potential role, a collaboration, or just to say hi — reach out and let's write some stories together.