All Projects
Portfolio Chatbot — RAG Assistant
Live AI assistant deployed on Hugging Face that answers questions about my CV, projects, and background using retrieval-augmented generation over my own documents.
An Application for Photovoltaic Power Production Prediction
Built an app for predicting PV production and revenue from rooftop solar panel data.
Multi-Source Uncertainty Aware Fusion for Soil Moisture Estimation
IGARSS 2026 accepted paper on uncertainty-aware fusion of SMAP and CYGNSS data for soil moisture estimation.
Augmented Reality Sudoku Solver
Mobile app that solves Sudoku puzzles using a live camera feed and CNN digit recognition.
Question Answering System with BERT, LLMs & Passage Retrieval
Benchmarked four Hugging Face transformer models on factoid and confirmation QA, with entity-level error analysis, LLM-based answer refinement, and BM25 vs. dense passage retrieval.
Optimizing the Trajectory of a Robotic Arm
Used simulation and control theory to optimize robotic motion via gradient-based inverse kinematics.
A Comparative Study on First Order Optimization Algorithms
Compared Steepest Descent, Momentum GD, and NAGD on benchmark functions and signal denoising.