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Harshit-Chaudhry/README.md

Hi πŸ‘‹, I'm Harshit Chaudhary (DefQuant)

AI/ML Engineer | Building Scalable Intelligent Systems | GenAI β€’ MLOps β€’ Real-Time AI

"Turning data into decisions, and ideas into intelligent systems."


πŸš€ About Me

  • πŸŽ“ B.Tech in Artificial Intelligence & Machine Learning @ Amity University (2023–2027)
  • πŸ’Ό AI/ML Engineer Intern building real-time, production-grade AI systems
  • 🧠 Passionate about GenAI, distributed systems, and intelligent automation
  • ⚑ Strong focus on scalable AI + backend engineering + MLOps
  • 🌍 Exploring AI applications in MarTech, finance, and real-world optimization

πŸ”­ Current Work

  • 🚒 Developing AI-powered Container Terminal Automation System

    • Event-driven microservices (Kafka architecture)
    • Real-time decision engine for logistics optimization
    • Digital twin system with Redis (<10ms latency)
  • 🌱 Currently learning:

    • Advanced MLOps & CI/CD pipelines
    • LLM orchestration (LangChain, LangGraph)
    • High-performance AI system design

🧠 Key Projects

πŸ“Š RAG-based Financial Intelligence System

  • Built with LangChain + Gemini + FAISS
  • Semantic search using Sentence Transformers
  • Real-time insights via FastAPI + Streamlit

🌳 Urban Environmental AI (UK Client)

  • YOLO-based tree detection & vegetation analysis
  • Integrated Google Street View + weather APIs
  • Generated heatmaps & climate analytics

βš™οΈ Real-Time AI System (Ongoing)

  • Distributed system handling 79+ event types
  • Predictive decision engine + automation
  • Designed for low latency & scalability

πŸ› οΈ Tech Stack

πŸ‘¨β€πŸ’» Languages

Python Java C++ SQL R MATLAB Bash

πŸ€– AI/ML

TensorFlow PyTorch Scikit-Learn XGBoost
LangChain LangGraph HuggingFace YOLO OpenCV

πŸ“Š Data & Systems

Pandas NumPy Kafka FAISS Redis

βš™οΈ Backend & APIs

FastAPI Flask Django Streamlit REST APIs

☁️ DevOps & Cloud

Docker AWS (EC2, ECR) GitHub Actions
MLflow DVC CI/CD


πŸ† Achievements

  • πŸ₯‡ Winner – MoneyMatrix Hackathon (GDSC, Amity University)
  • πŸš€ Participant – Innoverse 36-Hour Hackathon
  • πŸ“œ Certifications:
    • Machine Learning (GDSC)
    • Prompt Engineering (Vertex AI)
    • Docker & Kubernetes

πŸ“« Connect With Me


πŸ“Š GitHub Stats


⚑ Identity

DefQuant Chaudhary
Blending Deep Learning + Quantitative Thinking + Scalable Systems to engineer the future.

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