👋 Hi, I'm Deepanshu Goyal

Engineer by profession.
Trader by discipline.
Systems thinker by nature.

Software engineer and profitable derivatives trader building reliable, market-driven systems.

I build production software for financial markets and I trade them too. Specializing in low-latency trading systems, broker API integrations, and ML-driven strategies with 3+ years of profitable NIFTY F&O trading experience.

About Me

Where markets meet engineering

Market Experience Shapes Code Quality

I've been actively trading NIFTY F&O for 3+ years, consistently profitable. This isn't a hobby - it's a discipline that taught me risk management, emotional control, statistical thinking, and why execution matters as much as strategy.

Markets trained my mindset before engineering refined it. I naturally think in terms of worst-case scenarios, failure handling, and performance under pressure. One bad execution can wipe weeks of gains. One unnoticed bug can cause real losses.

That's why I build systems that fail loudly, not quietly. Systems where correctness, latency, and reliability aren't optional - they're mandatory.

🎯 Trading Philosophy

Profitable F&O trader for 3+ years. Markets reward precision, discipline, and systems. So should software. Small improvements applied consistently outperform flashy ideas.

âš¡ Engineering Focus

Low-latency systems, broker API integrations, real-time data pipelines, and algorithmic trading infrastructure. I reduce execution lag by 50% and turn research models into production code.

🚀 Problem Solving

Define the problem, identify constraints and failure modes, choose the simplest system that works, measure results, iterate based on data. Ego never beats evidence.

Featured Projects

Building tools that handle real money and real-time data

🤖

OpenAlgo Chatbot

AI-powered documentation assistant for algorithmic trading platforms. Built with advanced RAG architecture, strict domain control, and production-ready features for intelligent query handling and document processing.

Python LangChain RAG AI/ML
View Project →
💓

FastAPI Heartbeat Monitor

Production-grade distributed system monitoring with Redis-based heartbeat tracking. Built for reliability and real-time failure detection with comprehensive logging and alerting.

FastAPI Redis Docker Monitoring
View Project →
📊

Broker API Integration

Integrated AliceBlue & Pocketful broker APIs into the OpenAlgo framework for unified trade execution across multiple brokers. Enables seamless paper-to-live strategy transitions.

Python API Integration Trading OpenAlgo
View Project →
🧠

ML Trading Strategies

Reinforcement learning models for forex trading with comprehensive backtesting and live deployment capabilities. Transforms quant research into production-ready algorithmic workflows.

PyTorch RL Trading ML
View Project →

Tech Stack

Technologies I use to build robust, production-grade systems

Languages

Python JavaScript C++ SQL Rust

Frameworks & Backend

FastAPI React Django Flask Node.js

Data Science & ML

TensorFlow PyTorch NumPy Pandas Scikit-learn

Cloud & Infrastructure

Docker AWS MySQL MongoDB Redis

Trading & Finance

Algorithmic Trading MT5 API Broker APIs Market Data Backtesting

Tools & Practices

Git CI/CD Testing API Design System Design

Let's Connect

Open to projects involving algorithmic trading, machine learning, real-time data streaming, and cloud deployment - especially systems that require low-latency execution and robust signal processing.

Reach out if you're working on real-time trading, ML-driven strategies, or data pipelines. Always open to collaboration with teams that value precision and performance.