Ahmed Khalil
AI Engineer at Proteinea
Cairo, Cairo, Egypt
Summary
👤
Senior🎓
Top SchoolAhmed Khalil is an AI Engineer with nine years of experience building agentic, full-stack AI products that bridge research and real-world workflows. He combines deep RL and transformer expertise from academic research with hands-on software architecture—designing internal developer platforms, unified knowledge layers, and memory-enabled agents deployed with React and Python. At Proteinea he engineered hybrid retrieval systems (Qdrant + knowledge graphs), episodic/semantic memory, and a patent data extraction pipeline that turns PDFs into conversational protein insights. His background in robotics and reinforcement learning informs pragmatic RL environments and production-ready ML systems that directly guide wet-lab experiments. Based in Cairo, he brings a rare blend of biology-focused ML impact and platform-level thinking that accelerates cross-team delivery.
9 years of coding experience
5 years of employment as a software developer
Bachelor’s Degree, Mechanical Engineering, Bachelor’s Degree, Mechanical Engineering at Karlsruhe Institute of Technology (KIT)Bachelor’s Degree, Mechanical Engineering, Bachelor’s Degree, Mechanical Engineering at Purdue UniversityMaster of Science - MS, Robotics, Master of Science - MS, Robotics at University of Bristol
English, Arabic
Github Skills (77)
notebook10
hyperparameter-tuning9
google-kubernetes-engine9
machine-learning9
keras9
minikube9
jupyter9
reinforcement-learning9
cli8
api8
collaboration8
python8
kedro8
kubeflow8
pytorch8
Programming languages (6)
Github contributions (5)
wang3303/ros_cellphonerobot
Dec 2017 - Mar 2018
Contributions:31 commits, 2 PRs, 26 pushes in 2 months
AGKhalil/Cellphone_Robot
Jun 2017 - Apr 2018
Contributions:116 commits, 7 PRs, 49 pushes in 10 months
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