محمد اسامه فايد عبده شطا

محمد اسامه فايد عبده شطا

ML Engineer
Egypt
English, Arabic

About Me

I work as full stack ML engineer form gathering data then analysis the train deployment and monitor also include backend and data science I worked for two years as freelance on upwork

Experience

full stack Ml engineer

Upwork
May 2026 - Present · 2 months

Freelance full-stack machine learning expert available on Upwork.
Designed an embedded solution utilizing Raspberry Pi for a vision system that evaluates battery dimensions, weight, and voltage, allowing for precise identification of chemical composition.
Developed an LSTM model to classify the toxicity of text, effectively identifying harmful or offensive language.
Improved machine learning models to identify violent content through the recognition of behavioral cues and visual signals in both video and text.

Freelance ml engineering

Upwork
Oct 2022 - Present · 3 years 9 months

I work as full stack ML engineer form gathering data then analysis the train deployment and monitor also include backend and data science I worked for two years as freelance on upwork

ML Engineer

Parking system
Aug 2026 - Aug 2026 · 8 days

Utilized OpenCV and YOLO to develop a parking system that counts cars.
Informed users of the available parking spaces.

ML Engineer

Real state Voice assistance
Aug 2026 - Aug 2026 · 7 days

Developed the project to integrate RAG with Langchain Gemini, which transforms structured real estate data for voice assistants to interact with.
Utilized voice models for listening and speaking.
Leveraged OpenWisper on Hugging Face and TTS.
Focused on Arabic speech comprehension and response, even if it is not in formal Arabic.

ML Engineer

Crime Detection and recognition
Sep 2026 - May 2026 · 3 months

Focused on crime detection and recognition through video analysis, even in low light.
Identified actions, recognized license plates, and detected known individuals.
Responsible for video classification.
Enhanced footage quality.
Performed weapon detection using deep learning algorithms like YOLO and hugging face algorithms for transfer learning and tools such as OpenCV and Matplotlib.

Skills

Backend Web Development Computer Vision Data Science Machine Learning Algorithms OpenCV TensorFlow Machine Learning Deep Learning Raspberry Pi LSTM YOLO Hugging Face Matplotlib RAG LangChain Gemini OpenWhisper TTS CI/CD AWS EC2 Optimization
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