Jules Udahemuka's repositories
africa_climate_simulation
The Digital Twin for Climate Resilience in Africa project addresses the challenges of fragmented climate data in Africa. Focusing on Rwanda, it integrates data to create a virtual replica of the climate system, enabling better understanding, prediction, and adaptation to climate change impacts.
ai-podcast-cohost
An interactive AI-powered podcast co-host with voice interaction and document processing capabilities
align_llm
The LLM Defense Framework enhances large language model security through post-processing defenses and statistical guarantees based on one-class SVM. It combines advanced sampling methods with adaptive policy updates and comprehensive evaluation metrics, providing researchers and practitioners with tools to build more secure AI systems.
gcn_implementation
my project
monitor.ai
monitor.ai: Non-intrusive monitoring for FDA-approved medical AI, helping healthcare organizations ensure safety and compliance without modifying validated models.
resnet-classification
A face recognition and verification system implementing ResNet architectures (18-152) with PyTorch. Features comprehensive data augmentation, Weights & Biases integration, and a structured pipeline for both classification and similarity tasks.
robdog-vision
Robot Vision Demo provides depth-based navigation for robots using DepthAnything, processing camera feeds to generate structured navigation commands. The system analyzes depth data across image regions, detects objects, and visualizes results through a responsive web interface for real-time monitoring and control.
ScholarLens
ScholarLens analyzes research papers using RAG with AI models from OpenAI, Anthropic, and Google. It identifies research gaps, assesses novelty, extracts key concepts, visualizes citations, and enables natural language queries of academic content. Features include PDF processing, arXiv/Semantic Scholar integration, batch processing, and intelligent
seq-to-seq
Training seq-to-seq LSTM
speech-mlp
mlp for speech recognition