Kamran Khan Alwi
Generative AI Developer
B.Tech Computer Science & Engineering
About
I build AI systems that are private, contextual, and actually useful. Focused on RAG pipelines, local LLMs, and shipping things that work.
Work Experience
2025 – Present
Project Associate I — National Institute of Immunology
Built two RAG-based systems, institute-wide chatbot and multi-document PDF retrieval for research literature. Implemented two-stage retrieval: bi-encoder dense retrieval + cross-encoder reranking, evaluated with RAGAS.
RAG • LangChain • Llama 3 • Ollama • FastAPI • ChromaDB • RAGAS Evaluation
2024 – 2025
Gen AI Intern — National Institute of Plant Genome Research
RAG-based conversational system over National Green Tribunal climate case data using local embeddings and language model via Ollama.
LangChain • ChromaDB • nomic-embed-text • Python
2024 – 2024
Automation Intern — Semantic Climate
Automated data extraction pipeline with Selenium and PyTesseract OCR and structured NGT case data into CSV.
Python • Selenium • PyTesseract • OCR
Education
2020 – 2024
B.Tech in Computer Science & Engineering — Jamia Hamdard UniversityCGPA 7.2
Runner-up at Smart India Hackathon 2022. Technical Board member, IEEE Jamia Hamdard Student Branch.
Projects
2026
Multi-document PDF retrieval system. Upload PDF, create collections, and ask questions grounded in your documents.
RAG • LangChain • ChromaDB • FastAPI • RAGAS Evaluation
2026
Not a course. Not a tutorial site. Just me building things, breaking things, and writing down what I actually understand.
Next.js • Tailwind
2025
LLM-powered conversational AI chatbot with session-based memory using a FastAPI backend and React frontend.
LangChain • Llama 3 • FastAPI • React
2025
Contributed About page, full UI overhaul, reusable components, and JWT authentication using AuthContext.
React • JWT
2024
Full-stack MERN blogging platform with JWT authentication, rich text editing, CRUD operations, and real-time comments.
MongoDB • Express • React • Node.js • JWT
2024
Scalable backend for an Uber clone using Spring Boot with dynamic driver-matching, surge pricing, and multi-mode payment processing.
Spring Boot • Spring Security • Java • JWT
2023
CNN-based brain tumor classifier with real-time image upload and prediction through a Flask web application.
TensorFlow • CNN • Keras • Flask