Skip to content
View mparts's full-sized avatar
🧑‍🎓
Studying
🧑‍🎓
Studying
5 followers · 7 following

Block or report mparts

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
mparts/README.md

Hi, I'm Andreas

I'm a master's student in Language Technology at the University of Gothenburg, with a BEng in Electronic Engineering from Greece. I work on spoken dialogue systems, NLP and ML. I'm interested in where software meets real-world hardware.

Before the master's I worked with hardware. During a six-month internship in the maintenance department at Nexans, a cable factory, I repaired motors, sensors and power-supply boards alongside the maintenance team. Later, as a telecom technician, I connected homes to the internet over fibre, DSL and 4G/5G.

Projects worth a closer look

  • Elisa: a spoken movie recommender. You tell it who is watching and what you're in the mood for, and it suggests films from about 23,000 titles until one fits.
  • CODer: can you tell code written by a person from code written by an LLM? Fine-tuned code encoders reach up to 0.95 macro-F1. The main finding is that code an LLM has edited is much harder to detect than code it wrote from scratch.
  • Multilingual tokenization: which tokenizer suits English, Turkish and Chinese best? One small language model per tokenizer, compared by bits per character.

Tools

Python TypeScript PyTorch Hugging Face scikit-learn XState Azure Speech Linux Bash Git

Now

Looking for a master's thesis from January 2027, and a first engineering role in the Nordics after I graduate.

Pinned Loading

  1. movie-assistant movie-assistant Public

    Elisa, a spoken movie recommender built on an information-state dialogue manager in XState. Final project, MA Language Technology, University of Gothenburg.

    TypeScript 1

  2. CODer CODer Public

    Detecting LLM-written code: fine-tuned code encoders against n-gram baselines on AIGCodeSet. Final project, MA Language Technology, University of Gothenburg.

    Python

  3. mono-vowel mono-vowel Public

    Voice word-guessing game: every vowel in your description is swapped for one vowel before it is spoken back. Final project, MA Language Technology, University of Gothenburg.

    TypeScript 1

  4. power-mode-manager power-mode-manager Public

    Bash daemon for Linux laptops that switches power profile, refresh rate and brightness when the charger is plugged in or out. Personal project.

    Shell

  5. multilingual-tokenization-and-language-modeling multilingual-tokenization-and-language-modeling Public

    Tokenizers and small Transformer language models for English, Turkish and Chinese, compared by bits per character. Assignment, MA Language Technology, University of Gothenburg.

    Python 1