Gev Sogomonian
Co-creator
Berkeley, California, United States
Summary
🤩
Rockstar🎓
Top SchoolGev Sogomonian is a co-creator and MLOps-focused software engineer with 10 years of experience building scalable ML systems and developer tools from Berkeley, California. He helped found Aim, the open-source experiment tracker, and led implementation of aim-deploy features including model wrapping, metadata handling, and Docker-based deployment to streamline moving models from research to production. Prior roles span machine learning engineering, data engineering, and frontend leadership—demonstrating fluency across full-stack product delivery and platform design. Gev has a track record of establishing AI platforms at PressReader and driving frontend architecture and componentization at Altocloud. He combines academic grounding (MS in Computer Science) with business and startup experience (MBA coursework and Berkeley SkyDeck), enabling both technical depth and product-minded execution. Notably, his contributions focus on making ML deployment practical and repeatable, reducing friction between experimentation and production at scale.
10 years of coding experience
8 years of employment as a software developer
Berkeley SkyDeck, Berkeley SkyDeck at University of California, BerkeleyMBA Business Project Management, MBA Business Project Management at Queen's University BelfastBachelor's degree Informatics and Applied Mathematics, Bachelor's degree Informatics and Applied Mathematics at Yerevan State UniversityMaster of Science (MS) Computer Science; Business Management, Master of Science (MS) Computer Science; Business Management at American University of Armenia
Armenian, English, Russian
Github Skills (15)
continuous-deployment10
machine-learning10
docker10
mlops10
python10
dockers10
ml-deployment10
onnx9
ai9
experiment9
command-line-interface8
cli8
command-line8
tensorflow7
pytorch7
Programming languages (9)
Github contributions (5)
aimhubio/aim
May 2019 - Dec 2021
Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
Role in this project:
MLOps Engineer
MLOps EngineerContributions:87 reviews, 88 commits, 54 PRs in 2 years 6 months
Contributions summary:Gev's primary contributions center around establishing an AI deployment tool, specifically for machine learning models. They initiated the project by setting up the `aim-deploy` command-line interface and configuring its core functionalities. The user then implemented model wrapping and packing mechanisms, introducing metadata handling to facilitate engine processing and model export. Subsequently, they integrated Docker deployment capabilities, enabling the creation and building of Docker images for model deployment.
pythonaimtrackermetadatatensorflow
nnadl-hye/nnadl_site_hye
Apr 2017 - Nov 2017
Contributions:35 commits, 34 pushes in 6 months
pythonweb-sitedeep-learningneural-networksmachine-learning
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.