available for werkstudent roles · dortmund, de
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M.Sc. Data Science student at TU Dortmund University, building machine learning systems, transformer models, and full-stack web applications. I turn messy data and rough ideas into things that ship.
---
name: Hossein Mirzagol
type: data-scientist / ml-engineer
location: Dortmund, DE
base_model: B.Sc. Computer Science, IUST
fine_tuned_at: M.Sc. Data Science, TU Dortmund
training_data:
- 1yr operations & data advisory
- 4 semesters as teaching assistant
- 10+ shipped repositories
capabilities: [pytorch, react, postgresql, nlp]
languages: [fa, en, de]
license: open-to-work
---~/about
I'm a Data Science M.Sc. student at TU Dortmund University, with a B.Sc. in Computer Science from Iran University of Science and Technology. My work spans the full stack of "data to product": training transformer and neural-network models from scratch, running reproducible statistical studies, designing relational databases with real business logic, and shipping responsive React/TypeScript applications used by real users.
Before grad school, I spent a year as a business-process & data advisor inside a furniture manufacturer — reading warehouse and production data, walking the floor, and turning both into layout and routing changes leadership actually adopted. I've also administered secure company storage infrastructure and taught software design, computer vision, and data mining as a university TA.
I like problems that don't stay in one layer — the kind that need a model, an API, a schema, and an interface that a non-technical person can actually use.
~/stack
~/projects
Pulled from github.com/mirzagol — code you can actually go read.
Persian-first political/news SPA with public, member, and admin experiences: OTP login, protected routes, a rich-text editor that round-trips to Markdown, media uploads, and a full registration-review workflow — Dockerized behind Nginx.
Responsive e-commerce storefront for a premium furniture retailer: advanced filtering, detailed product pages, and RTL support, architected from scratch and shipped to production.
A GPT-style transformer built from scratch — multi-head attention, feed-forward blocks, training loop — trained character-by-character on Ferdowsi's Shahnameh to generate original Persian verse.
Mobile-first workshop reservation system for a school event: automatic capacity management, an admin dashboard, and reporting, built on Node.js and SQLite.
Reproducible statistical analysis of UCI World Tour rider performance across stage profiles — ANOVA, mixed-effects models, bootstrap CIs — written up as a LaTeX report with programmatically generated figures.
An entire election modeled as a PostgreSQL schema — tables, views, triggers, and stored functions enforcing voting rules and computing results, not just CRUD.
~/experience.log
TU Dortmund University
Amirkabir University of Technology
Weekly tutorials on design patterns and software architecture, translating theory into applied exercises.
Oher Furniture
Analyzed production and warehouse data to identify bottlenecks; recommendations on layout and routing were adopted by plant leadership.
Iran University of Science and Technology
Reviewed clustering/classification implementations; ran Linux, Git, and dev-tooling labs.
Payab Kosar
Deployed NAS + FTPS for secure company storage; built an internal office-automation system to digitize paperwork.
Amirkabir University of Technology
Iran University of Science and Technology
~/contact
Looking for English-language / internationally-oriented Werkstudent roles in data science, ML, or software engineering around Dortmund & the Ruhr area — open to remote-friendly teams too.