Shaik Zaheer Hussain
AI & Computer Vision Researcher
I design and build end-to-end AI systems — LangGraph agents, hybrid RAG pipelines, and computer vision research. Recent graduate, focused on ML engineering.
Selected Work
AMS — Campus AI Platform
Full-stack campus management system deployed at C R Rao AIMSCS, Telangana — serving real faculty, students, and parents. I architected and built the entire AI engine: a LangGraph Reflexion agent that iteratively drafts, critiques, and revises assignments across MCQ, written, and coding formats, plus a hybrid RAG chatbot (ChromaDB + BM25) for branch-specific academic queries — served as a Flask microservice decoupled from the Node.js/React backend.
Modular RAG
Interface-driven RAG pipeline for academic environments. Hybrid retrieval (BGE-M3 dense + BM25 sparse with Reciprocal Rank Fusion), semantic chunking, and a pluggable LLM backend — switch between 4-bit quantized local models or Ollama via a single config file.
Explainable-Track
Real-time multi-object tracking (YOLOv11 + BoT-SORT) with explainability built in — EigenCAM and LIME for per-detection visual explanations. SRGAN super-resolution and DeblurGAN-v2 in the pre-processing pipeline for enhanced detection on degraded footage.
Fortunix
Full-stack financial literacy platform with an AI assistant, real-time stock sentiment analysis, a gamified investment simulator with virtual funds, and a fraud detection engine — targeting financial inclusion in India. Built with Flutter, FastAPI, and Gemini.
Let's work together.
Open to ML/AI engineering roles and research collaborations.