Louis Guitton
Engineering Manager
Berlin, DE
WORK EXPERIENCE
Co-Founder and CTO
at Alto Lab
Apr 2023 - Sep 2023
Berlin, DEhttps://expert.altolab.net/
B2B SaaS for Solar PV in France
- Explored the sustainability space to accelerate the energy transition of french companies with tech and data
- Built a B2B SaaS prospecting tool for commercial solar carports installers
- Included map view and table views, integration to CRM
- Built prototype for Solar PV Monitoring software solution
- Included data acquisition with Webdyn data logger using ModBus, real-time and batch data architectures
Co-Founder and VP of Engineering
at OneFootball Labs
Jan 2022 - Mar 2023
Berlin, DEhttps://aera.onefootball.com/
NFT marketplace for Seria A video moments.
- Co-founded a joint venture between OneFootball and Animoca Brands on a new strategic opportunity
- Lead the company through steep headcount growth from 2 people to 45
- Hired and built 2 high-performing engineering teams over 3 months, managed 4 teams at peak
- Built blockchain MVP including smart contract, frontend, and backend
- Accountable for team performance (20k MAUs, 115k at peak) and business results ($500k revenue)
- Accountable for product strategy and delivery
- Provided leadership and coaching; responsible for people growth
Principal Machine Learning Engineer
at OneFootball
Oct 2018 - Jan 2022
Berlin, DEhttps://onefootball.com/
Football media platform serving 15 million MAUs with news, OTT streaming, DFS and NFTs in 12 languages.
- 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.
- Hired, managed and growed one MLE intern.
Entrepreneur in residence
at Entrepreneur First
Apr 2018 - Jun 2018
Berlin, DEhttps://www.joinef.com/
World-wide deep-tech incubator investing in early-career co-founders.
- Entrepreneurship: Developed an idea using computer vision, pitch in front of angel investors.
Data Scientist
at DOJO Madness
Aug 2016 - Mar 2018
Berlin, DEhttps://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 and Freelance on https://guitton.co
Freelance Software Engineer and Data Scientist. 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
- Data Science
- Open Source
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
Data Engineering
- airflow
- SQL
- dbt
- spark
- Snowplow
- Redshift
MVP Building
- TypeScript
- NextJS
- TailwindCSS