// projects

Things I've
actually shipped.

From pharma sales intelligence to AI financial analysts — agent systems built with purpose, not hype.

In Production · Enterprise Client

Enterprise AI Agent System

A production multi-agent system that converts natural language questions into complex SQL analytics — covering performance metrics, reach analysis, decile breakdowns, and quarterly proration across a 14-table PostgreSQL schema.

60%+ prompt token reduction through hierarchical restructuring and classifier pre-layers
Write-Back system for dynamic runtime prompt modification without redeployment
Full normalization layer handling domain-specific edge cases and metric ambiguity
Multi-domain config files encoding 48+ SQL generation rules
LangGraphLiteLLMClaude APIPostgreSQLPythonHybrid RAG
// impact metrics
60%
Token reduction
48+
SQL rules
14
Tables optimised
∞
Dynamic prompts
Case study coming soon →
Building

AI Financial Product

AI-powered financial analyst for retail investors. Conversational interface for financial analysis — making professional-grade insights accessible through a B2B SaaS model.

B2B SaaS — financial advisor-first go-to-market
Microservices architecture with full SRE ops plan
Security/compliance framework for Indian fintech regulations
FastAPILangGraphFinTechPythonIndia Market
Architecture Spec

Multi-Domain Agentic Analytics Platform

Enterprise analytics platform with per-user memory, RBAC, self-correcting SQL generation, and full dashboard output. Designed to scale to any industry vertical.

Orchestrator + worker multi-agent pipeline
Self-healing SQL with error feedback loops
Multi-tenant design with full RBAC
LangGraphRBACVector DBsSystem Design
// earlier work

Slack Clone

Full-stack real-time chat with React, Redux, Firebase. Google login, channel management, and message insights.

2023 · React · Redux · Firebase

Authentication API

JWT-based auth system with 2FA, email verification, and IP-based tracking. Built with MongoDB and Express.js.

2023 · Node.js · MongoDB · JWT

CNN + VGG16 Image Tampering Detection

Published research on image forgery detection using convolutional networks and Error Level Analysis.

2024 · Research Paper · CNN · VGG16

Enterprise CI/CD Pipelines

Jenkins pipelines for continuous integration across multiple database regions. 20% Python script performance uplift.

2024 · Jenkins · Python · Docker

E-Commerce Platform

Final-year project — full MERN stack e-commerce site with product management and checkout flow.

2022 · MERN · Node.js

National Hackathon — 5th Rank

Competed in a national-level hackathon among hundreds of teams, securing a top-5 position.

2021 · Hackathon