Louis Guitton
Tech Lead NFT, Machine Learning Engineer
Berlin, DELooking for an environment where I can grow as an engineer and influence technology.
WORK EXPERIENCE
Tech Lead NFT and Principal Machine Learning Engineer
at OneFootball
Oct 2018 - Now
Berlin, (DE)https://onefootball.com/
Football media platform serving 15 million MAUs with news, OTT streaming, DFS and NFTs in 12 languages.
- Built blockchain MVP including smart contract, frontend, and backend.
- Hired, managed and growed one MLE intern.
- Set the technical bar for Data Science, Data Engineering, and Data Analytics.
- Designed and implemented a human-in-the-loop entity linking system for news tagging in 7 languages.
- Used knowledge graphs, language models, text classification and topic modeling.
Freelance Software Engineer and Data Scientist
at Side Hustle
Jun 2017 - Now
Berlin, (DE)https://guitton.co/about#freelance
- Data Solutions, teaching and open source
Entrepreneur in residence
at Entrepreneur First
Apr 2018 - Jun 2018
Berlin, (DE)https://www.joinef.com/
World-wide deep-tech incubator investing in early-career co-founders.
- Entrepreneurship: Developed an idea using computer vision, went in front of angel investors.
Data Scientist
at DOJO Madness
Aug 2016 - Mar 2018
Berlin, (DE)https://www.bayesholding.com/
ESports startup selling analytics and coaching tools to gamers.
- Deep Learning & Big Data: Built bettings odds models and a recommendation engine with tensorflow.
PROJECTS
Blogging on https://guitton.co/posts
Sharing my thougts with 1k+ users per month. Ranking #1 on google.com for "fastapi monitoring" and for "amundsen dbt"
- Static Site Generators
- Serverless
- SEO
EDUCATION
MSc Executive Engineering
at MINES ParisTech PSL
2012 - 2016
SKILLS
Backend
- python
- AWS
- Postgres
- Redis
- terraform
- Kubernetes
NLP
- spaCy
- networkX
- pytextrank
- ElasticSearch
MLOps
- mlflow
- label-studio
- SageMaker
- optuna
Data Engineering
- airflow
- SQL
- dbt
- spark
- Snowplow
- Redshift
MVP Building
- TypeScript
- NextJS
- TailwindCSS
- ReactJS