Ziad Mohamed
@ziadmohamed2
I build AI-powered automation and machine learning applications for real-world workflows.
What I'm looking for
I've built an AI-powered Telegram ordering and support bot for MYZ Restaurant using n8n, LangChain, Groq, Mistral AI, Supabase, and Google APIs. It routes requests through an LLM-based intent classifier, uses RAG for restaurant knowledge, and manages orders through Google Sheets tools.
During the Digital Egypt Pioneers Initiative, I trained regression, decision tree, random forest, and XGBoost models while practicing data preprocessing. I also developed web interfaces for an autonomous vacuum cleaner graduation project and led electrical-system design for a competitive racing team, mentoring junior members through technical workshops.
Experience
Work history, roles, and key accomplishments
AWS Machine Learning Engineer
Digital Egypt Pioneers Initiative
Oct 2024 - May 2025 (7 months)
Trained ML models including Regression, Decision Trees, Random Forest, and XGBoost for AI-driven tasks. Practised data preprocessing: handling null values, outliers, encoding, and normalization.
Electrical Team Leader
Brainiacs Racing Team
Dec 2022 - Aug 2023 (8 months)
Led team in designing electrical systems for competitive racing vehicles. Mentored junior members and ran technical workshops.
Electrical Team Member
CIC Racing Team
Jan 2022 - Jul 2022 (6 months)
Contributed to electrical system design; team placed 2nd (Autocross) and 3rd (Drag Race) at EVER IV.
Education
Degrees, certifications, and relevant coursework
Canadian International College (CIC)
Bachelor of Engineering, Mechatronics Engineering
2021 -
Grade: 3.04/4.00
Pursuing a Bachelor of Engineering in Mechatronics Engineering. Graduated with a GPA of 3.04/4.00.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/Ziadd956/MYZ_RestaurantJob categories
Skills
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