About Projects Connect
 Open to PM & Associate PM Roles

Hi, I'm

Mihir Sadhwani

Product-focused individual with a strong foundation in data, user research, and structured thinking. Comfortable breaking down products, understanding user behavior, and turning insights into actionable product decisions.

View My Work ↓

I think in user journeys, and learn by doing.

Deliberately building at the intersection of users, data, and decisions — skills that help teams ask better questions and ship better products. The conviction is simple: good products start with the right thinking, not just the right tools.

Skills
🗺️User Journey Mapping
📐PRD Writing
🎯Problem Framing
✏️Wireframing
🧮SQL
📈Metric Definition
📉Funnel Analysis
📊Prioritisation Frameworks
🧪User Interviews
🎙️Stakeholder Communication

Outside of work

🔍Exploring why some products succeed while others silently die
🏏Following cricket obsessively — and thinking about it product-first
🤖Experimenting with AI tools that solve real workflow problems
📚Reading about consumer behaviour and decision science

Credentials

🎓
MBA
NMIMS Indore · 2023–2025
🎓
BBA
MLSU Udaipur · 2020–2023
🏅
PM Fellowship
NextLeap · Cohort 45

"I approach every problem by first understanding the user, then framing the right question before jumping to solutions."

Projects & Case Studies

🛠️ Built & Deployed
📊 AI Pipeline · Streamlit

App Review Weekly Pulse

What if product teams got a one-page user feedback summary — automatically, every Monday?

AI PipelineFintechAutomation
💡 Multi-LLM approach: Groq handles classification at speed. Gemini synthesizes themes and drafts the weekly email digest.
What it does
  • Scrapes app store reviews automatically on a schedule
  • Classifies feedback by sentiment, category, and priority
  • Generates a concise weekly report + email draft for PMs
🤖 RAG · React · Vercel

Mutual Fund RAG Chatbot

Facts-only. Official sources. Citations on every answer. No advice. Ever.

RAGFintechReact
💡 Key PM challenge: Designing refusal logic that feels helpful and trustworthy — not cold or dismissive — to a first-time investor.
What it does
  • Retrieves answers strictly from SEBI-approved fund documents
  • Cites exact sources for every response — no hallucinations
  • Gracefully declines investment advice while staying useful
🛍️ AI Pipeline · Next.js · Automation

Flipkart Product Discovery Dashboard

New Flipkart launches — scraped daily, AI-analyzed, ranked by value.

E-commerceAI PipelineAutomation
💡 Key Insight: Hundreds of new products launch on Flipkart every week. No one has time to find them — let alone evaluate them.
What it does
  • Scrapes new Flipkart launches 3x daily across Electronics, Fashion, Home & Beauty
  • Runs dual AI pipeline — Groq for speed on daily finds, Gemini for deeper weekly synthesis
  • Surfaces BUY / WAIT decisions with pros, cons, and Value for Money rankings
🧠Case Study · Prototype

Claude Skills — Decision Intelligence

Users know Skills exist — but uncertainty at the moment of decision prevents them from trying.

AIB2B SaaSDecision UX
💡 Key Insight: Zero platforms help users decide WHEN to use advanced capabilities — it's a decision gap, not a feature gap.
🏏Case Study · PRD · Wireframes

Cricbuzz — Making It a Daily Habit

How do you turn a score-checking utility into a product people open every single day?

EngagementConsumer AppGamification
💡 Key Insight: Cricbuzz owns information. It does not yet own engagement.
🎙️Case Study · PRD

ChatGPT Voice Input — India

India is voice-native. So why does only ~10% of ChatGPT India users use voice?

AIMobile UXUser Research
💡 Key Insight: Typing = control. Voice = risk. Fix is structured intent, not better recognition.
🍽️Product Teardown

EazyDiner — Product Teardown

EazyDiner helps people save on dining — but does it solve the real problem?

FoodTechConsumer AppUX Analysis
💡 Key Insight: Users struggle with decisions at the moment of choice — not finding restaurants.
⚙️Product Teardown

n8n — Product Teardown

n8n is incredibly powerful. So why do new users struggle to create their first workflow?

B2B SaaSAutomationOnboarding
💡 Key Insight: n8n rewards expertise but punishes curiosity — power is the onboarding problem.

Let's build something worth talking about.

If you're building something where users actually matter — let's talk. I bring structured thinking, a bias for clarity, and the hunger to grow inside a real product team.

📧
Email
sadhwanimihir518@gmail.com
📍
Location
Udaipur, Rajasthan, India
💼
Status
Open to PM & Associate PM Roles