Software engineering student in my 3rd year. B.Sc. at LUT University (Finland), exchange in Informatics at TUM (Munich).
I build full-stack web apps, CI/CD pipelines and LLM tooling. My research is on AI-assisted software engineering and code quality.
🔎 Open to: software engineering and AI engineering job
📫 LinkedIn · [email protected]
| Role | Company | When |
|---|---|---|
| AI Engineer Collaborator (product search) | FPT Retail | Jun – Sep 2026 |
| DevOps Intern | TP Bank | Jun – Oct 2025 |
| Full-stack Web Development Intern | FPT Corporation | Jun – Aug 2024 |
- PathToPro: multi-agent system for youth football coaching and performance analysis. Claude proposes training changes, an OR-Tools CP-SAT planner enforces safety rules. FastAPI · React · PostgreSQL · Claude API
- Reember: AI-powered retail inventory platform that detects products from shelf-scan videos (capstone, team of 5). I built the backend REST API. Django REST · Next.js · AWS · YOLO
- llm-se-bench: framework that benchmarks LLMs on software engineering tasks across 58 Java problems, with a Docker sandbox and a Plotly Dash dashboard. Python · Docker · Plotly Dash
- God Class Detection & Decomposition: my bachelor's thesis. Rule-based, ML and LLM approaches to splitting oversized Java classes. Python · scikit-learn · XGBoost
| Area | Tools |
|---|---|
| Languages | Python (primary), Java, C, JavaScript, TypeScript, Bash, PowerShell, SQL, Scala, HTML, CSS |
| Backend | Django, Django REST Framework, Node.js, PostgreSQL, SQLite, REST API design, JWT/OAuth, multi-tenant architecture |
| Frontend | React, Next.js, Vue.js, Bootstrap, API integration, responsive layouts, Figma |
| AI / ML | LLM prompt engineering & benchmarking, scikit-learn, XGBoost, Random Forest, SVM, SMOTE, PCA, YOLO, OpenCV |
| DevOps | Docker, Kubernetes, CI/CD (GitHub Actions, Jenkins), AWS (S3, App Runner, Cognito), Azure, GCP |
| Data & Viz | Pandas, NumPy, Matplotlib, Seaborn, Plotly Dash, Pydantic, Jinja2 |
| Code Quality | Static analysis (CK metrics), code smell detection, automated refactoring, software metrics (LOC, WMC, CBO, LCOM) |
| Tools | Git, pytest, Docker Compose, VS Code, Claude Code, Postman, WeasyPrint, ReportLab |