Kostas Stathoulopoulos
Senior Staff Machine Learning Engineer at Canoe Intelligence
England, United Kingdom
Summary
👤
Senior🎓
Top SchoolKostas Stathoulopoulos is a Senior Staff Machine Learning Engineer based in England with 10 years of experience building production ML systems, specializing in NLP, data engineering and open science. He has led end-to-end ML initiatives—from Snowflake/dbt-backed data platforms and Airflow/Databricks pipelines to deploying transformer-based NER, entity linking and relation classifiers in production. At Util he set the ML roadmap and MLOps practices (experiment tracking, champion/challenger deployments), and more recently he’s driving AI efforts at Canoe Intelligence. His background spans research-driven projects at Nesta and Mozilla, where he combined neural search and visualization for knowledge discovery and prototyped LLM applications for social good. Comfortable across cloud, orchestration and model tooling (AWS, Spark, LangChain, W&B), he brings a rare mix of applied NLP rigor and policy-minded impact focus that helps translate complex models into usable, auditable products.
10 years of coding experience
8 years of employment as a software developer
Master of Science (MSc) Data Science, Master of Science (MSc) Data Science at City, University of LondonBachelor's degree Economics, Bachelor's degree Economics at National and Kapodistrian University of Athens
Greek, English
Github Skills (81)
python10
prompt-engineering10
deep-learning10
symbolic-ai10
generative-ai10
hyperparameter-tuning10
transformer10
nlp10
json10
natural-language-processing10
pytorch10
machine-learning10
regex10
keras10
system-analysis10
Programming languages (6)
Github contributions (5)
orion-search/orion
Jan 2020 - Jan 2023
A data collection, enrichment and analysis system used in Orion search.
Contributions:99 commits, 136 PRs, 196 pushes in 3 years 1 month
orionenrichmentdata-collectionsystem-analysis
nestauk/ci_mapping
Jan 2020 - Feb 2021
Contributions:31 PRs, 64 pushes, 36 branches in 1 year
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