AI Product Manager · AI Builder · Data & Analytics
I build AI-powered products that solve real user problems — combining strong analytical foundations with outcome-driven product thinking.
Product Manager Fellow at NextLeap, building skills in user empathy, problem discovery, and outcome-driven product thinking.
Previously at CAPCO (supporting HSBC) in Global Banking — processed and standardised 1.5M+ client records, automated recurring workflows reducing manual effort by 70%, and improved data validation across multiple sources for accuracy and compliance.
Strong analytical foundation in SQL, Python, Excel, and GCP — now focused on building user-centric AI products.
Completed NextLeap Product Manager Fellowship — Cohort 44, earning certificates across 3 core modules:
| Module | Issued | Certificate |
|---|---|---|
| Systems Thinking & Mapping Outcomes | Dec 2025 | View ↗ |
| User Research & Problem Framing | Jan 2026 | View ↗ |
| Prioritisation, Metrics & Growth | Jan 2026 | View ↗ |
| Project | Description | Stack |
|---|---|---|
| 🎧 AI Audio Tour Guide | Multi-agent app that generates a personalized narrated audio tour of any landmark in seconds — Live App ↗ | Python, CrewAI, Groq, LLaMA 3.3 70B, Edge-TTS, Streamlit |
| 🏠 Hindustan Realty AI | Multi-agent property search & investment advisor for Indian real estate — Live App ↗ | Python, Groq, LLaMA 3.3 70B, Firecrawl, Agno, Streamlit |
| 📰 News Intel Platform | Real-time financial news monitoring with Multi-Agent AI + RAG — RAG pipeline too heavy for free-tier hosting — run locally | Python, Groq, FinBERT, ChromaDB, Streamlit |
| 🧠 ScholarMind | AI Research Intelligence Hub — find papers, detect gaps, remember user interests — Live App ↗ | Python, RAG, Groq, Supabase, Streamlit |
| Project | Description |
|---|---|
| 🎤 ChatGPT India Voice Strategy | End-to-end PM case study — market strategy, user survey (n=60), problem framing & PRD for a Review-Before-Send voice feature · Live Prototype ↗ |
| Telegram Smart Follow-up PRD | Feature PRD for auto-detecting unanswered chats and suggesting smart follow-up reminders · Figma Prototype ↗ |
| Airbnb Product Teardown | Deep dive into Airbnb's booking journey, UX decisions, and improvement opportunities |
| Make.com Onboarding Teardown | Activation flow analysis and friction mapping for Make.com's onboarding |
| Nutrition App Wireframes | Mid-fidelity wireframes for onboarding, goal setup, and daily food logging |
| Project | Description | Stack |
|---|---|---|
| Big Data Engineering Capstone | End-to-end ETL pipeline with clustering and analytics | PySpark, Hive, HBase, MySQL, Hadoop |
| Credit Card EDA | Exploratory data analysis on credit card transactions | Python, Pandas, Matplotlib |
The core of what I do — building AI-powered products with strong user empathy and data-driven thinking.
PM Skills: Product Strategy · User Research · PRD Writing · Product Teardowns · Wireframing · Metrics & KPIs · Competitive Analysis · AI Product Thinking
Data Tools
Visualization
Databases
BI & Reporting
Data Analysis & Processing: Requirements Gathering · Process Mapping · Data Cleaning · Data Validation · Exploratory Data Analysis (EDA)
- AI agents & agentic workflows
- RAG architectures and LLM fine-tuning
- PM case studies and product strategy frameworks
- Interview prep for APM/PM roles