Mohamed Sameh
@mohamedsameh2
AI engineer specializing in LLMs, deep learning, and production-ready ML systems.
What I'm looking for
I am an Artificial Intelligence Engineer with hands-on experience designing and deploying large language models, deep learning systems, and robotic perception pipelines. I combine academic training in Artificial Intelligence with professional work building production ML solutions and educational instruction.
At Quantum bits I developed a mental health chatbot using LLMs, LangChain, fine-tuning, memory components and MLOps tooling (MLflow, Prometheus, Grafana), and implemented CI/CD for continuous model delivery. My projects include autonomous home-robot systems, gesture recognition with MediaPipe and XGBoost, customer segmentation with K-Means/GMM, and web-scraping pipelines for market analysis.
I bring strong engineering practices—Docker, FastAPI, CI/CD, monitoring and model tracking—alongside proficiency in Python, TensorFlow/PyTorch, NLP techniques and data engineering. I seek roles where I can drive end-to-end ML solutions, improve model robustness, and scale AI products into production.
Experience
Work history, roles, and key accomplishments
AI Engineer
Quantum Bits
Jan 2025 - Present (1 year 5 months)
Designed and deployed a mental health chatbot using LLMs with LangChain, fine-tuning, memory components, and custom tools to improve conversational coherence and personalization; implemented MLOps (MLflow, Prometheus, Grafana) and CI/CD to monitor and scale production models.
Instructor
Study Mind
Jul 2022 - Aug 2024 (2 years 1 month)
Delivered Computer Science and programming instruction (Python, C, C++) to IB/IGCSE/GCSE students, designed curriculum-aligned lesson plans, and provided one-on-one mentoring that improved students' problem-solving and exam performance.
Education
Degrees, certifications, and relevant coursework
Information Technology Institute (ITI)
Professional Diploma, Artificial Intelligence and Machine Learning
2024 -
Enrolled in a 9-month Professional Diploma in Artificial Intelligence and Machine Learning track focusing on practical AI/ML engineering skills and tools.
Arab Academy for Science, Technology and Maritime Transport
Bachelor of Artificial Intelligence, Artificial Intelligence
2020 - 2024
Completed Bachelor of Artificial Intelligence with a curriculum covering AI, machine learning, and related engineering topics from 07/2020 to 08/2024.
Availability
Location
Authorized to work in
Job categories
Skills
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