Mahmoud Mohajer
@mahmoudmohajer
Junior Machine Learning Engineer focused on robust models and continuous learning.
What I'm looking for
I’m a motivated, fresh-minded ML engineer who tries to learn new stuff every day and keep my skill-set up to date. I care about doing my job following best practices so I can provide sustaining value to the company I work for.
In my recent work, I developed unsupervised ML models to detect Sybil (fake) accounts that tried to attack the Gitcoin protocol, clustering different types of users who donated to Gitcoin Grants Program. I also developed a tutorial on how to use the Concrete-ml library to integrate FHE into machine learning with regression approaches like Penalized Linear Regression and Lasso.
Most recently, I contributed to open source at Gizatech AG by developing ONNX-equivalent operators for the Orion framework in Cairo, and building use-cases using the Giza-Agents SDK—including a model related to a Movie Recommendation System. As long as the problem has a feasible solution, I’m ready to solve it.
Experience
Work history, roles, and key accomplishments
ML Engineer - ONNX in Cairo
GizaTech AG
Jan 2023 - Jan 2024 (1 year)
Contributed open-source work by developing ONNX-equivalent operators for the Orion framework in the Cairo programming language. Built use cases using the Giza-Agents SDK, including a movie recommendation system.
ML Engineer - Concrete-ml Tutorial
Zama.AI
Jan 2023 - Present (3 years 5 months)
Created a tutorial on using the Concrete-ml library to integrate Fully Homomorphic Encryption (FHE) with machine learning regression workflows. Focused on Penalized Linear Regression methods including Lasso.
ML Engineer - Sybil Detection
Gitcoin & Open Data Community
Jan 2022 - Present (4 years 5 months)
Developed unsupervised ML models to detect Sybil (fake) accounts targeting the Gitcoin protocol. Clustered different user types who donated to the Gitcoin Grants Program.
Education
Degrees, certifications, and relevant coursework
DataCamp.com
Associate Data Scientist in Python, Data Science (Python)
Completed the Associate Data Scientist in Python program through DataCamp.com.
Availability
Location
Authorized to work in
Job categories
Skills
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