I am Panagiotis 'Panos' Gkilis, a machine learning engineer focused on production ML systems, ML Ops, and speech & language AI. I design, train, and deploy multilingual models and build end-to-end pipelines that run reliably in production, with a track record of turning research into shipped software. Based in Greece and open to Thessaloniki or remote opportunities, I enjoy cross-disciplinary collaboration, meticulous documentation, and creating scalable AI experiences. I speak Greek and English fluently and also Norwegian, and I thrive on building robust data pipelines, automated evaluations, and customer-focused AI solutions. _Website not available. Sign in: https://www.twine.net/signup_

Panagiotis Gkilis

I am Panagiotis 'Panos' Gkilis, a machine learning engineer focused on production ML systems, ML Ops, and speech & language AI. I design, train, and deploy multilingual models and build end-to-end pipelines that run reliably in production, with a track record of turning research into shipped software. Based in Greece and open to Thessaloniki or remote opportunities, I enjoy cross-disciplinary collaboration, meticulous documentation, and creating scalable AI experiences. I speak Greek and English fluently and also Norwegian, and I thrive on building robust data pipelines, automated evaluations, and customer-focused AI solutions. _Website not available. Sign in: https://www.twine.net/signup_

Available to hire

I am Panagiotis ‘Panos’ Gkilis, a machine learning engineer focused on production ML systems, ML Ops, and speech & language AI. I design, train, and deploy multilingual models and build end-to-end pipelines that run reliably in production, with a track record of turning research into shipped software.

Based in Greece and open to Thessaloniki or remote opportunities, I enjoy cross-disciplinary collaboration, meticulous documentation, and creating scalable AI experiences. I speak Greek and English fluently and also Norwegian, and I thrive on building robust data pipelines, automated evaluations, and customer-focused AI solutions. Website not available. Sign in: https://www.twine.net/signup

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate

Language

Greek, Modern
Fluent
English
Fluent
Norwegian
Fluent

Work Experience

Founder / Machine Learning Engineer at Bed Vibe Studios
January 1, 2020 - Present
Sole engineer building a multilingual speech-AI platform around a ~730M-parameter TTS model; trained on consumer GPUs; 13 languages; production deployment on FastAPI, Postgres, Docker, Linux/Nginx with Stripe-based usage; authored five research reports (Zenodo DOIs) and built automated QA and evaluation lab for retrieval and LLM-generated answers; strong on automated model evaluation, data pipelines, deployment, and production debugging.
Natural Sciences Teacher at Aristarchos Private High School
September 1, 2014 - June 1, 2017
Taught chemistry and natural sciences; prepared students for university-track exams; communicated technical material clearly across three languages.
Norwegian Language Teacher at Global Citizen
September 1, 2013 - June 1, 2019
Taught Norwegian to Greek- and English-speaking adults up to B2 level; designed learning plans and explained complex material across three languages.

Education

University-level coursework in Natural Sciences at Hellenic Open University
January 11, 2030 - June 30, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Media & Entertainment, Software & Internet, Education, Professional Services, Computers & Electronics