NLP
01RAG Knowledge Assistant (ERP)
Retrieval-augmented assistant focused on grounded answers, source context, and domain-specific search.
PythonFastAPIVector DB
Projects
Selected projects and case studies.
These projects trace my years of experience as software and AI engineer.
Machine Learning
02ML Fraud Detection
A ML solution to detect fraudulent transactions, focused on high precision, interpretability, and real-time performance.
PythonPostgresScikit-learn
Computer Vision
03Vertebrate Image Segmentation
Project focused on segmenting vertebrate images, to detect if the spine presents signs of scoliosis.
PythonYOLOOpenCV
Reinforcement Learning
04RL for Atari Games
Project focused on applying reinforcement learning techniques to play Atari games. (DQN, PPO, A3C)
PythonTensorFlowOpenAI Gym
Reinforcement Learning
05RL for Robotics
Project focused on applying RL techniques to control robotic systems using simulation environments (MuJoCo).
PythonPyTorchMuJoCo
Web Product
06Sterling Bridge Capital
Website for a real estate showcasing property listings and user interactions.
NextJSNestJSPostgres
Web Product
07PWR Digital Wallet
Browser extension for managing and using digital assets, focused on seamless user experience and security.
Web ExtensionReactAPI Integration
Web Product
08PWR Community Portal
Community portal for PWR users, featuring forums, projects, and resources to foster engagement and collaboration.
NextJSTypeScriptTailwind
SDK
09Pwrjs SDK and Tools
Framework and tools to help developers build, test, and deploy descentralized applications .
TypeScriptNPMVitest