AI Engineer focusing on Multi-Agent Systems and LLM Fine-Tuning. I engineer functional AI systems that bridge the gap between AI research and practical applications.
- 5+ AI Projects engineered using LangGraph, FastAPI, and Gemini 2.0.
- Specializations: Agentic Workflows · RAG Pipelines · MCP Servers · Computer Vision.
- Key Projects: Engineered modular DPO alignment pipelines and autonomous agent swarms.
- Location: Navi Mumbai, Maharashtra, India.
📈 QuantIQ — AI-Powered Decision Intelligence for Retail Investors
QuantIQ is a full-stack decision intelligence platform that integrates real-time market data, technical indicators, machine learning, and AI agent reasoning into a unified trading terminal.
- Real-Time Data Flow: Ingests live stock price ticks from Yahoo Finance every 5 seconds, routed via a Redpanda (Kafka-compatible) message broker to browser clients using WebSockets.
- Local ML Inference: Engineered an on-device ONNX model (RandomForest) inside the FastAPI process to predict stock price direction with <5ms latency and zero API cost.
- Multi-Step AI Analyst: Built a Gemini 2.5 Flash ReAct agent that executes custom Python tools to fetch stock history, compute indicators (RSI, MACD, EMA), and run ML predictions to generate structured financial reports.
- MLOps Feedback Loop: Designed a Celery background worker that automatically labels and evaluates past predictions, comparing user-defined trading strategies against AI-recommended targets over time.
- Observability: Integrated custom Prometheus metrics to track token usage, agent latency, and data pipeline delay, visualized on a Grafana Cloud dashboard.
- Tech Stack: React 19, Vite, TypeScript, FastAPI, Redpanda (Kafka), NeonDB (PostgreSQL), Celery, Redis, ONNX Runtime, Gemini 2.5 Flash, Razorpay.
- MCA Data Science | Amity University Online | 2024 - 2026
- B.Sc. Information Technology | Mumbai University | 2021 - 2024
- Strategic Gaming | Love deep-diving into complex mechanics and long-term planning.
- Storytelling Games | Exploring immersive worlds with rich narratives.
- Anime | Fan of compelling stories and unique animation styles.
| Metric | Value |
|---|---|
| Total Repositories | 43 Public |
| Total Stars | ⭐ 68 |
| Total Forks | 🍴 6 |
| Followers | 👥 9 |
| Following | 👤 3 |
| Last Updated | August 24, 2026 at 01:15 AM UTC |
- 🗣 Commented on #53435 in vllm-project/vllm
