About
Machine Learning Engineer with 4 years shipping production GenAI and ML systems at scale. Mostly builds things — AI systems at work, dev tools on the side, and the occasional side project that outgrows its weekend. Off the clock, usually reading, tinkering, or chasing a new rabbit hole.
If you're building something interesting, I'm always up for a good conversation. Let's talk →
Selected Projects
Personal and open-source projects.
Automatically activates the right Python virtual environment when you enter a project and deactivates it when you leave — no more tracking which one is active as you move between projects; it just handles it, near-instantly (See benchmarks →)
A Rust TUI for browsing and killing listening ports, built after one too many times forgetting the right lsof flags — and also an excuse to explore Rust.
Everything Lens and k9s spread across multiple views, in a single highly opinionated web-based Kubernetes dashboard — with pod grouping by project on top.
Forked to keep working against Chroma 0.x servers when 1.x migration was not an option. Rewinds the JavaScript client to the legacy /api/v1 API while keeping the full GUI.
Work Experience
Nearly 4 years of full-time experience and 3 internships.
Co-Founder
Skinify.ai
May 2024 - Present
Machine Learning Engineer
Quinta (formerly Quicktext)
July 2022 - Present
Machine Learning Engineer Intern
Quinta (formerly Quicktext)
February - July 2022
Software Engineer Intern
Whitecape Technologies
September - October 2021
Software Engineer Intern
Enova Robotics
August - September 2020
Education
Academic background and qualifications.
Master of Engineering in Computer Science
École Polytechnique de Sousse
2022 - 2025
Licence in Software Engineering
École Polytechnique de Sousse
2019 - 2022
Skills
Technologies and tools I work with across my career, and some I'm exploring.
Programming
Machine Learning
GenAI & LLM Systems
MLOps & Infrastructure
Backend & APIs
Databases & Storage
Cloud Platforms
Development Environment
AI Tools
Collaboration
Languages
Certifications
Professional certifications and completed courses.
Get in Touch
Always open to interesting problems — freelance, open-source, or otherwise.
Drop me a line at aymenkrifa@gmail.com or find me on LinkedIn, GitHub, or X.