Building FastAPI backends, RAG systems, AI-powered applications, and cloud-native solutions using AWS, LangChain, Groq, ChromaDB, and modern LLM infrastructure.
About
I'm a second-year BSc IT student at KES Shroff College, Mumbai, focused on backend Python engineering and applied AI. I build production-ready systems — from RAG pipelines to REST APIs — and deploy them on real cloud infrastructure.
My interest started with AI agents that search the internet in real time. Since then I've shipped projects using LangChain, Groq, ChromaDB, and AWS — and I'm always building toward my long-term goal of graduate research in AI/ML.
I learn by building, not tutorials. Every project I ship solves a real problem.
Core
AI / ML
Cloud & DevOps
Projects
RAG-based PDF Q&A application. Upload any PDF and ask questions — DocTalk chunks, embeds, retrieves, and answers using a full vector search pipeline powered by Cohere embeddings and Groq's Llama 3.3 70B. Deployed on Render with ChromaDB Cloud for persistent vector storage.
Apex API
LLM token usage tracker SaaS with encrypted API key proxy, React dashboard, and Chrome extension (Manifest V3). Tracks usage across providers with team-based pricing tiers.
ClgSaathi
3-tier AWS architecture — custom VPC, EC2, RDS MySQL, Nginx reverse proxy, Flask REST API. Full cloud infrastructure deployed from scratch with DuckDNS for custom subdomain.
Stock Returns Classifier
ML model classifying TCS.NS stock return direction. Benchmarked Logistic Regression, Random Forest, and XGBoost — Logistic Regression achieved 73% test accuracy and 0.68 F1. Full EDA and feature engineering pipeline.
Autonomous AI Agent
Multi-tool AI agent built with Flask and Tavily Search. Supports dynamic tool calling, web search, and autonomous task execution.
SethSaathi
Hindi-first AI assistant built during Samsung AI Hackathon. Designed for small business owners with voice-first interactions and zero-app-install onboarding.
Experience & Education
BSc Information Technology
KES Shroff College, Mumbai
Coursework spanning Python, Java, Cloud Computing (AWS), OS, Computer Networks, and AI-Driven Software Development. Actively applying AI/ML skills through independent projects alongside coursework.
Samsung AI Hackathon
Samsung India — AI Living for India
Built SethSaathi — a Hindi-first, WhatsApp-native AI assistant targeting India's small business owners. Designed for low-literacy users with voice-first interactions and a zero-app-install experience.
Kaggle — Intro & Intermediate ML
Kaggle Certifications
Completed Intro to Machine Learning and Intermediate ML courses. Applied learnings directly to the stock returns classification project.
Contact
I'm actively looking for backend or AI/ML internships. If you're building something interesting, I'd love to hear about it.