Knowledge Injection XAI
A distributed framework predicting out-of-distribution robustness using only XAI metrics from clean data, integrating DINOv2, LoRA, and XGBoost.
Portfolio
Text2Motion
A three-stage pipeline automating 3D animation from static meshes to text-aligned motion using PointNet++, transformer diffusion, and SBERT/T5 encodings.
Blog PostGemma Model Benchmark Suite
An open-source toolkit designed to democratize LLM analysis and benchmarking with deep customization and minimal compute requirements.
Blog PostVisionAI Assistant (LauzHack 2024)
A multi-modal AI assistant developed in 22 hours at EPFL, capable of analyzing images using natural language voice commands.
Dark Web Topic Analysis (GSoC @ HumanAI)
A project focused on uncovering how language tied to criminal behavior evolves over time within Dark Web forums.
Blog PostBaldness Classification Project
A deep learning project to classify different stages of baldness using CNNs and pre-trained models like ResNet50 and VGG16.
AquaAware: A Two-Phase Learning System for Water Conservation
A smart water-saving system that uses a two-phase machine learning approach to train users and optimize household water consumption.
Smart Traffic Lights (Knowledge Engineering Project)
An AI-powered system that optimizes traffic flow by using a Prolog knowledge base, A* search, and HMMs for traffic prediction.