Vipin Sharma

Building AI products for Indian capital markets.

View Work Read Newsletter
Python LLMs Claude API Financial Modeling NLP Indian Capital Markets Tailwind Astro

About

Vipin Sharma

I'm Vipin — an MBA (Finance) candidate at FLAME University, Pune, graduating May 2026, with a minor in Business Analytics. I build AI-powered products for Indian capital markets, working at the intersection of large language models, quantitative finance, and product thinking.

My work spans conversational stock screeners, LLM-based sentiment research on NIFTY 50 stocks, DCF valuation models, and AI workflow automation. I write a weekly newsletter — What I Read This Week — covering finance, AI, and markets.

Download Resume
29,000+ Headlines Analyzed
500 NIFTY Universe Coverage
2 DCF Models Built
What I Read This Week Newsletter

Work

Building

Findsight

Conversational stock screener for the NIFTY 500 universe. Natural language queries, AI-powered filtering, built for serious retail investors.

Targeting MVP launch — April 2026

Claude API Python NIFTY 500 NLP
Coming Soon
Building

MemoAI

AI-powered investment memo generator. Structured analysis from raw inputs, built on Claude API with N8N workflow orchestration.

Live — generates structured memos from raw inputs

Claude API N8N Automation
Building

DCF Agent

AI-powered DCF valuation agent for Indian equities. Automatically extracts financial statements from PDF annual reports and generates institutional-grade valuations with scenario analysis and sensitivity heatmaps.

Live — upload any annual report, get a full DCF in minutes

AI Agent DCF PDF Extraction Python Indian Equities
Completed

LLM Sentiment Analysis — NIFTY 50

Applied FinBERT and VADER to ~29,000 financial headlines (2015–2025). Panel regressions with two-way fixed effects. Found sentiment magnitude significantly predicts short-run volatility.

Key finding: Sentiment magnitude significantly predicts short-run volatility

FinBERT VADER Panel Regression Python
Completed

Quantitative NLP Data Pipeline

End-to-end pipeline: NIFTY 50 price data (yfinance), sentiment scoring on 29k headlines, Google Trends and NewsAPI integration, multicollinearity and look-ahead bias handling.

29,000+ headlines scored across 10 years of NIFTY 50 data

Python yfinance NewsAPI Google Trends
Completed

HUL DCF Valuation (FY2025)

Fully reconciled multi-sheet DCF model for Hindustan Unilever using FY2025 Annual Report. Intrinsic value analysis with sensitivity tables.

Fully reconciled multi-sheet model with sensitivity analysis

Financial Modeling DCF Excel
Completed

Infosys DCF Valuation (FY2025)

Discounted cash flow valuation built from Infosys FY2025 Annual Report. Revenue build-up, WACC estimation, terminal value.

Complete revenue build-up, WACC estimation, and terminal value

Financial Modeling DCF Excel

What I Read This Week

A weekly newsletter on finance, AI, and markets. Cross-posted to Substack and LinkedIn.

Subscribe on Substack to get notified when the first issue drops.

Subscribe on Substack

Get in touch

Open to conversations about AI products, Indian markets, or collaboration.

vipin.sharma@email.com

Currently based in Pune, India.

LinkedIn Substack GitHub