Available for junior roles · Zurich · Basel · Milan

Berke Tayfun Akseki.

~/portfolio $

CS + Management graduate from LUISS Guido Carli, Rome. I build end-to-end — ML APIs, RAG systems, data pipelines, multiplayer games. Six shipped projects, all on GitHub. Looking for a team where I can own real problems.

Explore my work Get in touch
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Who I am

Builder at heart,
analyst by training.

I graduated in July 2026 from LUISS Guido Carli with a dual-track degree in Management and Computer Science. The combination wasn't accidental — I wanted to understand both why data matters and how to build the systems that produce it.

My projects span the full stack of applied ML: scraping and normalising real data, training models, exposing them through REST APIs, containerising with Docker, and shipping live demos. I build things that actually run.

Currently based in Rome, preparing to relocate. Targeting junior roles in Zurich, Basel, Zug or Milan. Non-EU national — open about it, targeting employers who sponsor.

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Education
BSc Management & CS — LUISS, Rome
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Based in / targeting
Rome → Zurich · Basel · Zug · Milan
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Looking for
Junior Data / ML / Backend roles
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Languages
Turkish · English C1 · French B2 · Italian A2
Outside work
Tennis · Unity dev · Rainbow Six Siege
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Shipped projects
0
Job listings tracked
0
Regions analysed
0
Languages spoken
Technical stack

What I work with

Tools I've actually used in projects — not just listed.

🐍
Languages
PythonSQLRC#JavaScriptHTML/CSS
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ML & Data
scikit-learnPandasNumPyFAISSPower BIKNIMEStreamlit
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Backend & APIs
FastAPIDjangoPydanticRESTPostgreSQLSQLite
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DevOps & Tools
DockerGitHub ActionsGitCI/CDJupyterVS Code
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Game Dev
Unity 6C#NetcodeNavMesh AIBlenderURP
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Analytics & Research
R / RStudioETLPanel DataDiDEvent StudyExcel
What I've built

Selected projects

End-to-end builds — from idea to deployed code.

Live on GitHub
Jobscope
Swiss / EU Job Market Tracker

Automated pipeline that aggregates 200+ live listings from RemoteOK and Adzuna APIs, deduplicates by normalised URL, and scores each role 0–100 against a candidate profile via TF-IDF cosine similarity. Served through a JWT-authenticated FastAPI backend, containerised with Docker. Built it to solve my own job search.

FastAPIscikit-learnSQLiteDockerJWTTF-IDF
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live listings indexed
In Development
Labyscape
Multiplayer Co-op Horror Game

2–8 player co-op horror game with a procedurally generated 18×18 DFS maze, host-authoritative Netcode multiplayer, NavMesh enemy AI, and modular day/night cycle in Unity 6 URP. Sole developer — targeting Steam.

Unity 6C#NetcodeNavMeshBlender
Live on GitHub
Regulatory RAG
Retrieval-Augmented Generation Assistant

End-to-end RAG system over regulatory PDFs: document ingestion → chunking → FAISS vector search → FastAPI REST → Streamlit UI. Containerised with Docker + GitHub Actions CI/CD.

FastAPIFAISSStreamlitDockerGitHub Actions
Live on GitHub
Churn Prediction API
ML API + Stakeholder Dashboard

Customer-churn classifier trained with reproducible scikit-learn pipelines, deployed via FastAPI endpoint, and surfaced in a Streamlit dashboard for non-technical stakeholder review.

scikit-learnFastAPIStreamlitPython
Team Project
Oral-B Geo-Analytics
Campaign Optimisation Dashboard

Joined multi-source geo and sales data in KNIME; built territory scoring logic to surface high-potential targeting zones. Delivered a Power BI dashboard and written workflow document as client-facing output.

KNIMEPower BIGeo DataETL
Academic research

Bachelor's Thesis

Quantitative economics research using real EU data.

"Tourism Dependence and Regional Macroeconomic Resilience in Italy: The Economic Effects of the COVID-19 Shock"
Difference-in-DifferencesEvent StudyPanel DataREurostat / ISTAT

Panel analysis of 21 Italian NUTS 2 regions over 2015–2024. Used a continuous DiD framework and event-study design to estimate the differential economic impact of COVID-19 on high-tourism versus low-tourism regions. Identified structural labour market hysteresis as a mechanism for persistent post-pandemic divergence. Supervisor: Prof. Diletta Topazio, LUISS Guido Carli.

21
Italian NUTS 2 regions analysed over a 10-year panel (2015–2024)
2
Original propositions: Tourism Recovery Asymmetry & Structural Hysteresis
30
Grade in Statistics — top score in the Italian system
DiD
Continuous difference-in-differences, not binary treatment
Get in touch

Let's talk.

Actively looking for junior roles. If you're hiring or want to chat about a project, reach out.