02 — Projects
A collection of all my projects and creations
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26 projects
AI · Mobile HealthTech
AI-powered mobile SaaS for clinical microbiology. It reads antibiograms using EUCAST v14.0, analyses API 10S and 20E strips with YOLO v11, and supports a multi-laboratory clinical workflow.
FastAPI, React, Expo, SQLite, PostgreSQL, Python, YOLO v11
Full Stack · Real-time application
Complete social network with profiles, followers, groups, real-time chat, and notifications. It uses a Go back end, a JavaScript front end, SQLite, and Docker.
Go, JavaScript, SQLite, Docker, WebSockets
AI · RAG · Data Engineering
Continuous English and French job-market learning engine that collects authorized public offers, removes duplicates, extracts evidenced skills, stores demand snapshots, creates local embeddings, and supports semantic ATS and RAG search.
TypeScript, Next.js, SQLite, Embeddings, Vector search, RAG
Data Science · Machine Learning
Home Credit Default Risk project with exploratory analysis across eight tables, a feature pipeline, AUC evaluation, SHAP explainability, and an interactive dashboard.
Python, scikit-learn, Plotly, Jupyter, SHAP
AI · Deep Learning
Facial-emotion recognition with a CNN, covering image preprocessing, model training and evaluation, and real-time inference with OpenCV.
Python, OpenCV, TensorFlow, Keras
Backend · Systems Programming
Custom non-blocking HTTP server with routing, file uploads, sessions, CGI execution, and configurable error handling.
Java, Java NIO, HTTP/1.1, Sockets, CGI
Systems · Unix Shell
Minimal Unix-like shell written in Rust with built-in commands, command parsing, file-system operations, error handling, and graceful EOF handling.
Rust, Linux, Unix system calls, File system operations
Full Stack · JavaScript Framework
Lightweight JavaScript framework built from scratch with DOM abstraction, routing, state management, event handling, and a TodoMVC demonstration.
JavaScript, HTML5, CSS3, DOM, Routing, State management
Full Stack · Multiplayer Game
Real-time multiplayer Bomberman game with destructible blocks, bombs, power-ups, player lives, and live chat.
JavaScript, DOM, WebSockets, HTML5, CSS3
AI · Data Science Foundations
Intensive AI bootcamp covering Python, data manipulation, numerical computing, data science, and baseline machine-learning models.
Python, Pandas, NumPy
Data Science · Classification
Titanic classification project covering feature engineering, classifier comparison, evaluation, and data-leakage prevention.
Python, scikit-learn, Kaggle
AI · Natural Language Processing
NLP pipeline for article scraping, text cleaning, entity extraction, and structured text analysis.
Python, Pandas, NLP, Web scraping
AI · Recommender Systems
Recommendation project using SVD and ALS on a sparse rating matrix, with cold-start handling and RMSE evaluation.
Python, Pandas, NumPy, SVD, ALS
AI · Unsupervised Learning
Spectral-learning project using graph Laplacians, spectral clustering, and eigenvalue-based dimensionality reduction.
Python, scikit-learn, Pandas, NumPy
AI · Computer Vision
Computer-vision pipeline with image preprocessing, augmentation, CNN training, and model evaluation using OpenCV and TensorFlow.
Python, OpenCV, TensorFlow, CNN
AI · Computer Vision
Document-image categorization with a CNN, including preprocessing, training, and evaluation with TensorFlow and Keras.
Python, OpenCV, TensorFlow, Keras
Data Science · Quantitative Analytics
Machine-learning trading strategy with feature engineering, time-series cross-validation, signal generation, and backtesting.
Python, Pandas, scikit-learn, Time series
Full Stack · Data Visualization
Profile page powered by GraphQL with authentication, structured API queries, and SVG charts showing learning progression.
JavaScript, GraphQL, HTML5, SVG
Full Stack · Java
Layered blogging platform backed by a database, with posts, comments, and user management.
Java, Database, Layered architecture
Full Stack · Real-time Messaging
Single-page forum with authentication, posts, comments, and real-time private messaging over WebSockets.
Go, JavaScript, SQLite, WebSockets
Game Development · Browser
Browser game built in plain JavaScript with a 60 FPS game loop, collision handling, scoring, and a pause menu.
JavaScript, HTML5, CSS3, DOM
Full Stack · External API
Web application consuming a music-bands API to present artists, members, concert dates, locations, and their relationships.
Go, HTML5, REST API
Algorithms · Graph Theory
Ant-colony simulation that finds optimized paths and coordinates movements through rooms and tunnels while minimizing turns.
Go, Graph algorithms, BFS, Pathfinding
Python · Optional Project
Validated optional Python challenge completed alongside the main 01Edu curriculum. Further public implementation details are not documented.
Python
Python · Optional Project
Validated optional Python challenge completed alongside the main 01Edu curriculum. Further public implementation details are not documented.
Python
Mobile Application
Mobile application project included in the portfolio. Technical details remain private until they are documented for public release.
Mobile application
