Aman Kumar

👋 Hi, I’m Aman Kumar

🎓 B.Tech Engineering Physics (Electronics) @ Delhi Technological University
🤖 AI / ML • Multimodal RAG • Intelligent Systems • Full-Stack Dev

I’m a developer and researcher passionate about building AI-driven products that solve real-world problems — from finance and healthcare to e-commerce and multimodal systems.

🚀 What I Do

Build Retrieval-Augmented Generation (RAG) & Multimodal AI systems

Design end-to-end AI products (backend, frontend, pipelines)

Work on quantitative trading, vision-language models, and LLM agents

Optimize systems for accuracy, latency, and hallucination reduction

🧠 Experience

R&D Intern – OEJA SwasthSetu

Built ICD-based RAG systems for medical document retrieval

Reduced manual analysis time by 10%

Developed 15+ AI healthcare applications

🛠️ Featured Projects

FinGenius – AI-powered finance platform with 9 intelligent modules

Multimodal RAG Visual Shopping Assistant – 97% accuracy using BLIP + OCR + ViLT

StyleSphere – Fashion AI with virtual try-on & StyleRAG agent

Crypto Quant Strategy – Sharpe Ratio 3.5+, 300%+ BTC returns

🏆 Achievements

🥉 NeurIPS’25 Open Polymer Prediction Challenge (Kaggle)

🇮🇳 National Finalist – IndiaAI Impact Gen-AI Hackathon

🏅 1st Place – CTF @ BITS Pilani

🥉 Multiple national-level coding & AI competitions

⚙️ Tech Stack

Languages: Python, C/C++, Java, JavaScript
AI/ML: PyTorch, TensorFlow, HuggingFace, OpenAI
Systems: FastAPI, Flask, MySQL, Pinecone
Specialties: ML, DL, Multimodal RAG, System Design

🌱 Leadership

Co-Head – AIMS DTU (AI & ML Society)
Mentoring, workshops, hackathons, and industry collaboration.

📫 Reach me at:
📧 [email protected]