# Thibault Irissou

> SWE | Backend, Data, ML

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/thibault

Hi there! I've worked over three years in AI startups, having demonstrated expertise throughout software, data and ML infrastructure. Most recently, I built a predictive maintenance product for industrial refrigeration that leverages (expert) human-in-the-loop ML.

Let's chat about what you're building! I enjoy building products that meaningfully impact our world, whether as a software, data or MLOps engineer.

## Work Experience
### Software Engineer @ Axiom Cloud
Jan 2022 – Jan 2023
• Owned, architected and implemented all ML pipelines (model training, data transformations, feature generation, inference).
• Designed and implemented multiple core software features (primarily control systems and safety related). Reduced the occurrence of halted operations by 90%.
• Owned MLOps. Set up all ML infrastructure/tooling (model + feature stores, observability), and relevant processes (deployment + promotion). Improved model development + deployment time by over 5x in one quarter.
• Designed and stood up the principal data lake. Improved ML training time by over 30x. Performed migration in under 15% of the original time estimate. Democratized data access across teams (incl. non-technical staff).
• Developed onboarding tooling and processes that increased the rate of client onboarding by over 4x.

### Software Engineer @ Brainome
Jan 2020 – Jan 2021 | San Francisco Bay Area
• Migrated data preprocessing onto AWS Lambdas for horizontal scalability. Reduced compute expenditure by over 30%.
• Developed an authentication and permissions system in compliance with HIPAA and SEC. Enabled contracts with finance and healthcare clients.
• Containerized API for simpler development, testing, and deployment.
• Implemented API usage tracking and reporting that improved workflow and simplified decision-making for business development and product management teams.
• Developed browser-based internal application for non-technical teams to manage client licenses stored in database.
• Leveraged knowledge in Python, Docker, AWS [S3, Lambda], SQL, REST, PyTest, Flask, Git


## Education
### Bachelor's degree in Computer Science, Sociology, French
Oberlin College

### Sociology and Data Science
Sorbonne Université


## Contact & Social
- LinkedIn: https://linkedin.com/in/tirissou

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Source: https://flows.cv/thibault
JSON Resume: https://flows.cv/thibault/resume.json
Last updated: 2026-03-29