Portfolio
Presentation of projects and work in Data Science, Machine Learning and Software Engineering
Browse by Category
Machine Learning
Projects involving ML model development, predictive analytics, and AI-powered solutions
Data Science
Data analysis, visualization, and statistical modeling projects
Full-Stack Development
Complete applications with frontend, backend, and database integration
Software Engineering
System architecture, design patterns, and engineering best practices
Web Development
Frontend-focused projects with modern web technologies
Backend Development
Server-side applications, APIs, and backend systems
DevOps
CI/CD, containerization, and infrastructure automation
Real-time Applications
WebSocket implementations and real-time data streaming
Game Development
Games, mechanics, AI opponents, and interactive experiences
Python Development
Applications and systems built with Python and its ecosystem
All Projects
37 projectsMatchMus
2024Full-stack music streaming platform with ML-powered song recommendations, real-time chat, and comprehensive music library management.
PhysioPractice
2024A responsive, modern website for a physiotherapy practice built with Angular 18, featuring interactive elements, Google Maps integration, and professional design optimized for healthcare businesses.
ExamPlatform
2024A comprehensive full-stack Django-based examination platform with separate backend API and frontend, featuring media processing, payment integration, and Docker containerization for educational institutions.
VerbGenerator
2023A full-stack Symfony-based platform that generates inspirational "verbs" from curated book chapters, featuring JWT authentication, VIP membership system, password strength validation, and a modern responsive interface.
LinkUp
2024A comprehensive social media platform built with NestJS and MongoDB, featuring video/image sharing, real-time chat, comments system, Azure Blob Storage integration, and Azure AD B2C authentication for enterprise users.
MaVibrationShop
2021A comprehensive e-commerce and wellness platform built with Symfony 4.4, featuring product sales, subscription management, appointment booking, Stripe payment integration, and client relationship management.
FarmToMarket
2023A comprehensive farm-to-market e-commerce platform built with Symfony 6.3, featuring product management, producer profiles, market organization, geolocation services, shopping cart, and multi-language support.
Castle-Wars
2023A turn-based card strategy game built with Python and Pygame, featuring resource management, multiple player types, AI opponents, and strategic card gameplay.
Pictionnary
2023An online Pictionary-style game with a NestJS + MongoDB backend and a React SPA, featuring JWT-secured APIs for rooms, words, history, and comments.
Baka Freight
2023A multilingual Symfony 6.4 marketing site for a freight & logistics company, featuring a secure contact form, email workflows, i18n, and sitemap generation.
Riviera Multifinance
2021A multi-page finance and wealth advisory marketing site with SEO/analytics tags, cookie consent, FR/EN content, and lead capture forms powered by PHP mail handlers.
Fleetman Kubernetes
2024A Kubernetes deployment of the Fleetman microservices stack (webapp, API gateway, queue, position tracker/simulator, MongoDB) using Kustomize, ConfigMaps, PVCs, and Nginx ingress.
IOT SCADA Security
2025Factory I/O SCADA lab with Modbus TCP control and Python client, mapping sensors/actuators to Modbus registers for a sorting line with safety and monitoring.
Langton Ant Simulator
2021Interactive Python/Tkinter implementation of Langton's Ant with configurable grid, rules, speed, multi-ant support, and step/run controls.
AllForm
2022Comprehensive wellness practice management system with multi-form workflows, health history tracking, and quantum consultation reports built with Symfony 6.2.
Notarius
2023Professional website for a Polish notary office with multi-language support, contact form integration, and responsive design built with Symfony 6.2.
Serenity
2025Symfony + React SaaS for subscription-based book content and verb generation, with Stripe subscriptions, gift cards, and React dashboards.
SerenityMusic
2024Music streaming platform with AI-powered recommendations, built with NestJS backend, MongoDB, and microservices architecture using Docker Compose.
LangChain Tutorial
2024Comprehensive tutorial on LangChain framework for building LLM applications, featuring OpenAI integration, prompt templates, chains, and LangSmith tracing.
Heart Disease Data Preprocessing
2024Comprehensive data preprocessing project for Heart Disease UCI dataset with type-specific pipelines, EDA, and scikit-learn preprocessing workflows.
Heart Disease KNN Modeling
2024k-NN classifiers on Heart Disease UCI dataset: baseline preprocessed data vs KNN-imputed data, with GridSearchCV/RandomizedSearchCV tuning and full evaluation.
Heart Disease Modeling (ML3)
2024Heart disease classification with KNN-imputed preprocessing, SVM (LinearSVC/SVC), and LDA tuned via GridSearchCV/RandomizedSearchCV.
Heart Disease Naive Bayes & Logistic Regression
2024Comprehensive ML project comparing Naive Bayes variants (Gaussian, Categorical, Mixed) and Logistic Regression for heart disease prediction with extensive hyperparameter tuning.
Twitter Text Preprocessing & Prediction
2024Comprehensive NLP project for Twitter text data, focusing on preprocessing, feature extraction, and prediction models for text classification or sentiment analysis.
Twitter Classification & Diamond Price Prediction
2024Dual-task ML project combining Twitter text classification using Random Forest and diamond price prediction using regression models, with comprehensive feature engineering and evaluation.
Airline Data Analysis - Multi-Task ML
2024Comprehensive ML project analyzing airline data with binary classification, multi-class classification, and regression tasks, comparing multiple algorithms with extensive evaluation and model selection.
Country Anthems Clustering & Analysis
2024Unsupervised learning project analyzing 190 country anthems using text clustering techniques with advanced NLP preprocessing, TF-IDF vectorization, and multiple clustering algorithms.
Audio Extraction & Speech Transcription
2024Audio processing and speech-to-text transcription project that extracts audio from video sources, converts between formats, and transcribes speech using Google Speech Recognition API.
Fatal Police Shootings Data Analysis
2024Comprehensive data analysis study of fatal interactions between law enforcement and citizens in the USA (2015-2024), including statistical analysis, geographic visualization, and temporal trends.
SmartJokes - Dad Jokes NFT Collection
2025Decentralized application for creating and collecting Dad Jokes as NFTs on Ethereum, featuring community-driven voting, marketplace trading, and gamification mechanics.
Jazz Music Generation with GPT and GAN
2025Deep learning project exploring two approaches to jazz music generation: GPT-based sequence models and Generative Adversarial Networks (GANs), working with jazz MIDI files to generate new compositions.
MLOps - Machine Learning Lifecycle Management
2025Complete MLOps pipeline integrating Great Expectations for data validation, Prefect for workflow orchestration, and MLflow for experiment tracking and model management.
Anime Recommendation System
2024Comprehensive recommendation system for anime using MyAnimeList data, implementing collaborative filtering, content-based filtering, and user similarity approaches with multiple algorithms and evaluation metrics.
Deep Learning - Sign Language Classification
2024Comprehensive deep learning project for sign language alphabet recognition using Sign Language MNIST dataset, implementing custom CNN architectures, VGG16 transfer learning, data augmentation, and hyperparameter optimization.
Qdrant Vector Database
2024Comprehensive project demonstrating the setup and usage of Qdrant, a high-performance vector database for applications working with embeddings, including local Docker deployment, collection management, and similarity search operations.
EducAI - AI Educational Assistant
2024Comprehensive web application for AI-powered educational assistance, featuring exercise generation, automated correction, student performance tracking, and personalized recommendations using OpenAI GPT models and LangChain.
EasySearch - Local RAG
2024Local Retrieval Augmented Generation (RAG) application for querying documents using natural language, with fully local processing ensuring data privacy and confidentiality.
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