Final Year Project, SZABIST
AI powered business intelligence platform letting non technical users analyze CSV and Excel data using natural language
- Full stack application built with React and FastAPI, using OpenAI and Gemini for natural language to SQL generation
- DuckDB executes validated, read only queries; automated chart generation and dashboards convert data into actionable insights
- Implemented dataset profiling, schema aware LLM context, SQL safety guards and allow listed query execution for reliability
ReactFastAPIOpenAI APISQLDuckDB
Pakistan Constitution AI Chatbot
Production RAG Application
RAG based AI chatbot answering questions about the Constitution of Pakistan
- Implemented prompt injection detection, constitutional topicality filtering, office holder query detection and fallback web search for current information
- Optimized latency by reducing retrieval overhead, tuning retry backoff and combining search and generation into a single LLM call where appropriate
LangChainFastAPIGeminiOpenAIPineconeVector Embeddings
Smart Glasses for Blind People
SZABIST · 🏆 1st Place, ZABEFEST 2025
AI powered smart glasses prototype assisting visually impaired users through real time computer vision and audio feedback
- Implemented OCR for printed and handwritten text recognition
- Built real time obstacle/object detection with audio feedback for navigation
- Built around a Raspberry Pi 4, optimized for portability and affordability
YOLOPythonOCRRaspberry Pi
AQI SeekAI - Real Time AQI Monitoring & 72 Hour Forecasting
10Pearls Pakistan
End to end ML system for real time air quality monitoring and 72 hour AQI forecasting for Karachi
- Engineered 186+ features (lag, rolling statistical, cyclical, interaction)
- Trained three separate LightGBM models for 1-8h, 9-24h, and 25-72h forecasting windows
- Automated hourly data ingestion and 12-hour model retraining via GitHub Actions
- Deployed serverlessly with MongoDB Atlas and Streamlit Community Cloud
Machine LearningLightGBMMongoDB AtlasStreamlitGitHub Actions
SZABIST
AI powered medical assistant chatbot fine tuned on 50,000+ medical records
- Leveraged transformer models (GPT, BERT) for advanced NLP and medical Q&A handling
- Improved response accuracy by 35%
TransformersFine tuningBERT