Projects

Production ML pipeline with a layered S3 data architecture, XGBoost training on SageMaker, and a serverless inference API via Lambda and API Gateway. Simulates a multi-store retail demand forecasting system with seasonality and promotions.

AI-powered knowledge assistant using Next.js and FastAPI, enabling semantic retrieval over 200+ unstructured documents with vector search, Redis caching, and Dockerized services.

Image processing application with a tkinter GUI implementing histogram equalization and Gaussian convolution. Allows applying visual color styles and comparing results in real time.

Autonomous navigation system implementing the Bug0 algorithm with ArUco marker detection in a Gazebo simulation. The robot navigates toward a goal while avoiding obstacles using LiDAR and computer vision.

Statistical analysis of a real business case using quantitative methods for decision making. Includes exploratory data analysis, hypothesis testing, and result visualization.

Collection of fundamental data structure and algorithm implementations in C++: sorting, linked lists, trees (BST, Heap, Splay), graphs, and search algorithms. Includes interactive test cases.

Banking card system simulation in C++ using inheritance, polymorphism, and encapsulation. Supports Visa and Mastercard with deposit, withdrawal, PIN payment, and CVV validation operations.