Skilled in ML, worked in DE, SWE oriented, contributed to research. Sky is the limit.
| Project | Description | Tech Highlights |
|---|---|---|
| Member of National Science Centre grant - Poland OPUS 20 grant no. 2020/39/B/HS4/00941 | Designing NMAR Statistical package | R |
| Project | Description | Tech Highlights |
|---|---|---|
| Quantum RAG | Quantum-enhanced information retrieval system using Grover's algorithm | Qiskit, Hugging Face |
| Computional Intelligence Algorithms | MLP / Kohonen SOM / Genetic Algs implemented from scratch | Python, NumPy |
| ML Diabetes Prediction | Medical risk assessment model with SHAP interpretability | Scikit-learn, SHAP |
| Pneumonia Detection | CNN/Traditional Ml based diagnosis from chest X-ray images | python, sklearn, pytorch |
| Google Places Clustering | Business similarity engine using geospatial data | Scikit-learn, geopy, sentence_transformers |
| Project | Description | Tech Highlights |
|---|---|---|
| Biometrics - Iris Recognition | Using Daugman's Algorithm and basic computer vision techniques for iris recognition | numpy, scikit-image, opencv2, dash |
| Algebra in Data Analysis | Linear algebra applications for mathematical operations | SymPy |
| SQL Queries in R | Database querying and analysis in R | R, dplyr, SQLdf |
| EDA Planes Safety | Aviation safety trend analysis | R, dplyr, ggplot |
| Project | Description | Tech Highlights |
|---|---|---|
| Socket Dashboard | Real-time data streaming visualization | Java, JavaFX, FXML Web Sockets |
| Mobile App | Recipe suggestion app | React-Native, styled-components, google-admob, expo |
| API to mobile App | Backend for recipe recommendation app | Express, Mongo, bcrypt |
| Instagram clone | Food photo sharing platform | Express, MongoDB, Amazon S3, pug |
| Keylogger | A script, which traces keyboard and saves received data in .txt file and posts it into a server | pynput |
| Wikipedia Chrome Extension | Chrome extension for content discovery | React, API |
| Project | Description | Tech Highlights |
|---|---|---|
| Cansat - FrontEnd | Webpage created for Trailblazer Team taking part in Cansat competition | HTML, CSS, JS, Gulp, Webpack |
| Cansat Image Finder | Algorithm which detects fall trajectory basing on images only | OpenCV, Pillow |
| Cansat - 3D probe vizualization | Visualization of proble fall | Three.js, OrbitControlls.js, Chart.js, Firestore |
| Senior Health App | App which supports eldery people, prepared for online hackathon | React Native, tensorflow, |
