Backend‑first developer bridging Data Engineering & Full‑Stack Web Development. I love turning raw sensor data into clean, query‑ready insights, crafting end‑to‑end web experiences, and squeezing every cycle out of C/C++ when latency matters.
| Focus | Why it’s fun |
|---|---|
| Real‑time data pipelines (Kafka → Spark → Delta Lake) | instant feedback loops & sleek dashboards |
| Full‑stack apps (Nuxt/Next → Django/Node → Postgres) | reusable components & user-centric UX |
| Cloud‑native infra (Docker Compose → K8s) | reproducible labs on any laptop |
| Algorithmic playgrounds (C++ & raylib) | hands‑on micro‑optimisation practice |
| Project | TL;DR | Stack |
|---|---|---|
| ServoSenseApp (WIP) | Real‑time sensor monitoring platform: token auth, one‑click seed/quickstart, live WebSocket readings & alerts. | Django + DRF + Channels (ASGI/Redis) · Nuxt 3 · PostgreSQL · Docker |
| CarWorth-ML (Cool) | Car price prediction using tabular data, sklearn pipelines, 5-fold CV, MAE/RMSE eval & visualizations. | scikit-learn · Pandas · Matplotlib · Docker |
| ServoSense | End‑to‑end IoT data pipeline from simulator → Kafka → batch & streaming analytics → Delta Lake. | FastAPI · Kafka · PySpark/Pandas · Delta Lake · Docker |
| FleetStream | Experimental sensor‑to‑dashboard playground; Spark Structured Streaming over vehicle telemetry. | PySpark · Kafka · PostgreSQL · Docker |
| CarBuddy (Beta) | Digital mechanic for drivers & small fleets: service schedules, repair history, workshop booking. | Next.js · Express.js · TypeScript · Prisma · PostgreSQL · Docker |
| MultiHandPaint | “Air‑brush” drawing — control the canvas with your hands; clear with a mouth gesture. | Python · OpenCV · MediaPipe |
| SortVisualization | Bubble Sort meets raylib — a minimal C++ visualiser for teaching CS fundamentals. | C++17 · raylib |
(See pinned repositories for more.)
🧠 Languages: Python · TypeScript · C++ · SQL
🔙 Backend Frameworks: Django · FastAPI · Express.js · DRF · Channels (ASGI)
📊 Data & ML: scikit-learn · PyTorch (learning) · Pandas · Apache Spark · Delta Lake · Kafka · Airflow
🖼️ Frontend: Nuxt 3 · Next.js · Vue 3 · Tailwind CSS
🗄️ Databases: PostgreSQL · Redis
⚙️ DevOps & Tools: Docker · GitHub Actions · Prometheus · Grafana
- 2nd‑year BSc in Applied Computer Science @ Bydgoszcz University of Science & Technology
- Lifting 🏋️ at the gym and geeking out over cars
- LinkedIn » mateusz-dalke
- Email » [email protected]
(Open to mid-level tasks and junior/mid hybrid roles.)