🚀 AI/ML Engineer | Building Intelligent Systems that Think, Learn & Act
🎯 Mission 29: Building AI-driven products & becoming a tech entrepreneur
I’m an AI/ML engineer focused on building real-world intelligent systems, not just models.
- 🎓 B.Tech CSE (AI & ML), Kalasalingam University (CGPA: 8.0)
- 🤖 Hands-on experience in ML, DL, LLMs, RAG & Agent Systems
- ⚡ Strong belief: AI is not just models — it's systems that work in production
- 🔥 Built and deployed AI systems across ML, CV, and GenAI domains
- Built ML system predicting football player values (10K+ records)
- Developed LSTM + XGBoost models → 87% accuracy
- Reduced prediction error by 18%
- Deployed FastAPI backend + Streamlit dashboard
- Built defect detection system (Computer Vision)
- Achieved 94% accuracy in production
- Improved robustness using OpenCV + transfer learning
- Reduced inference latency by 40% (edge optimization)
Real-time AI-powered surveillance system
- YOLO + ArcFace + ViT-GPT2 pipeline
- Achieved <100ms latency (25–30 FPS)
- 3–5× speedup using TensorRT
- Multi-stage alert system (SMS, call, recording)
- 📌 Published at ICCCNT 2025 (IIT Indore)
Architecture:
Camera → Detection (YOLO) → Face Recognition → Alert System → Report Generation
LLM-powered coding assistant (like Copilot, but offline)
- Built VS Code extension + FastAPI backend
- Real-time code generation & debugging
- RAG system using FAISS
- AST-based code understanding
- Git-aware contextual suggestions
End-to-end retrieval + generation pipeline
- Built document ingestion + embedding pipeline
- Vector DB + retrieval optimization
- Applied LoRA/PEFT fine-tuning
- Offline LLM inference using Ollama
Good AI is not just accurate — it must be usable, scalable, and production-ready.
I focus on:
- End-to-end systems (not just models)
- Real-world deployment
- Performance optimization (latency, scalability)
- 🤖 AI Agent Systems & Autonomous Workflows
- ⚡ Production-ready ML pipelines
- 🧠 Advanced DSA for high-paying placements
- 📄 Research Paper — ICCCNT 2025 (IIT Indore)
- 🥈 2nd Place — VITNTRA 2025 (AI Chatbot)
- 🥉 3rd Place — National AI/ML Hackathon
- 🏅 Top 5 — National Project Expo
- LinkedIn: (add link)
- GitHub: https://github.com/YOUR_USERNAME
I don’t just build models —
I build systems that can think, act, and scale.