MentorLink
FastAPI, RAG, Docker, Cloud
Abdullah Fayed
Agentic AI & Machine Learning Engineer
I'm a
I'm Abdullah Fayed, an AI Engineer at AI MicroMind specializing in agentic workflows and RAG systems. I build production-ready AI solutions that automate complex tasks and transform data into actionable insights. With expertise in machine learning, API development, and vector search, I'm passionate about creating intelligent systems that solve real-world problems.
Get to Know Me
Building AI Systems That Deliver Real Impact
I'm an AI and ML engineer focused on building production-grade intelligent systems. I specialize in agentic workflows, retrieval-augmented generation (RAG), and scalable API development that transforms data into actionable insights.
Currently working as an Agentic AI Developer at AI MicroMind, I design and deploy AI agents that automate complex tasks and enhance decision-making processes. From implementing semantic search with vector databases to shipping full-stack ML applications, I thrive on turning innovative ideas into deployed solutions.
I'm pursuing my B.Sc. in Artificial Intelligence at Mansoura University, where I maintain a "Very Good" grade while actively contributing to the AI community as a mentor at CIS Team MU. My work spans competitive programming, machine learning research, and collaborative open-source development.
Specialization
Agentic AI, RAG, ML Engineering
Experience Level
Early Career
Education
B.Sc. Computer Science, Mansoura University
Languages
Arabic, English
Skills
Core technologies and AI tooling I use to build scalable, production-ready systems.
Languages
- Python
- C++
- SQL
- TypeScript
Frameworks & Libraries
- FastAPI, Streamlit, Tkinter
- scikit-learn, PyTorch, XGBoost
- LangChain, LangSmith
- pandas, NumPy, Matplotlib
Tools & Platforms
- Git, GitHub, Docker, Linux
- Pinecone, FAISS, MLflow, Optuna
- VS Code, Jupyter, Colab, CLion
- Azure TTS, OpenAI API
Concepts
- Machine Learning, Data Analysis, Python
- Retrieval-Augmented Generation (RAG)
- Prompt Engineering, AI Agents
- Data Structures & Algorithms, OOP
- API Design, CI/CD, MLOps
- Model Evaluation & Feature Engineering
Resume
Highlights from recent AI, ML, and software engineering roles alongside academic progress.
Professional Summary
AI and ML Engineer at AI MicroMind specializing in agentic workflows, RAG systems, and scalable API development. I design and deploy production-grade AI agents that automate complex tasks and deliver actionable insights. Currently pursuing B.Sc. in Artificial Intelligence at Mansoura University (Very Good grade) while mentoring at CIS Team MU and contributing to competitive programming and open-source development.
Contact Information
- Cairo, Egypt
- abdallahfayed@std.mans.edu.eg
- +20 1550930778
- linkedin.com/in/abdullah-fayed
Professional Experience
Agentic AI Developer
Nov 2025 - Present
AI MicroMind · Hybrid
Leading the design and development of production-grade agentic AI systems at AI MicroMind. Architecting and implementing intelligent agents that automate complex business workflows, integrate multiple APIs, and make autonomous decisions. Building RAG-powered applications using LangChain, vector databases (Pinecone, FAISS), and LLMs to deliver context-aware solutions. Developing scalable FastAPI backends with robust error handling and monitoring. Optimizing agent performance through prompt engineering, tool selection, and decision-making logic refinement. Collaborating with cross-functional teams to deploy AI solutions that drive measurable business impact.
Skills: Retrieval-Augmented Generation (RAG), Large Language Models (LLM)
Internships
Agentic AI Developer Intern
Aug 2025 - Oct 2025
AI MicroMind · Banha, Al Qalyubiyah, Egypt · On-site
Working on designing, developing, and testing AI agents, including integrating APIs, implementing decision making logic, and optimizing performance for real world tasks.
Skills: Retrieval-Augmented Generation (RAG), Large Language Models (LLM)
Generative AI Trainee
Sep 2025
Information Technology Institute (ITI)
Intensive training program focused on generative AI technologies and applications.
Machine Learning Trainee
Aug 2025 - Sep 2025
Faculty of Computer & Information Sciences - Mansoura University
Participating in a practical machine learning training program focused on real-world applications. Developing and implementing ML models using Python and Scikit-learn. Collaborating with peers to build and deploy AI projects that solve real-life problems.
Skills: Machine Learning, Exploratory Data Analysis
Machine Learning Trainee
Jul 2025 - Aug 2025
National Telecommunication Institute (NTI)
Working extensively with real-world datasets on tasks such as preprocessing, cleaning, and feature engineering. Building ML models like: Linear Regression, Logistic Regression, Decision Trees, KNN, SVM, and Neural Networks.
Skills: Machine Learning, Data Processing
Education
Bachelor of Artificial Intelligence
Sep 2023 – Present
Mansoura University · Mansoura, Egypt
Focused on machine learning, data structures, and AI systems engineering. Grade: Very Good
Volunteering
AI Mentor
Sep 2025 - Present
CIS Team MU
Mentoring students in AI and machine learning concepts, guiding them through projects and helping them develop their technical skills.
AI & Data Science Member
Oct 2024 - Present
CIS Team MU
Active member of the AI and Data Science team, participating in workshops, projects, and community events.
Public Relations and Fundraising
Jan 2025 - Present
CIS Team MU
PR & FR member for CIS Team MU. Tasks include contacting speakers, organizing events, and raising funds to boost the team's revenue. Aiming to learn how to be an effective member and overcome fear of public speaking.
Projects
Selected projects from LinkedIn profile highlighting AI systems, ML applications, and software engineering work.
Focus Areas
How I help teams design, build, and scale intelligent products.
AI-first product
engineering & delivery
I blend ML research, system design, and product thinking to deliver fast, reliable AI experiences for real users.
Start a ProjectAgentic workflows
Build multi-step AI agents that automate tasks, orchestrate tools, and improve decision-making speed.
RAG & semantic search
Design retrieval pipelines with Pinecone/FAISS to ground LLMs in trusted, scalable data.
Model optimization
Improve model accuracy through feature engineering, ensembles, and experiment tracking.
API engineering
Ship fast, reliable FastAPI backends with well-structured endpoints for ML services.
Deployment & MLOps
Containerize, monitor, and scale AI systems with Docker, MLflow, and cloud tooling.
Achievements
Highlights from competitions and problem-solving milestones.
Team '3okha we rabak yfokaha' secured 19th rank out of 500+ teams and qualified for the next stage in Cairo.
Qualified for Nile University Competitive Programming Arena (NUCPA)
2025Team Notq – AI Therapy qualified among the Top 50 teams in the Huawei Developer Competition 2025 – HCDG Northern Africa.
Top 50 in Huawei Developer Competition 2025
2025Successfully completed the HCIA-AI V4.0 Course from Huawei ICT Academy-Egypt, achieving a score of 855/1000 in the final exam.
HCIA-AI V4.0 Certification
2025Reached Specialist rank on Codeforces with a rating of 1425, ranked #430 in Egypt and #19 in Mansoura. Competitive programming is a favorite side hobby that sharpens problem-solving skills.
Codeforces Specialist - Rating 1425
2025Contact
Interested in collaborating or hiring? Let's talk about how I can help.
Contact Info
Reach out for AI product work, internships, or collaboration opportunities.
Location
Cairo, Egypt
Open to remote opportunities
Phone Number
+20 1550930778 / +20 1020465979
WhatsApp available
Email Address
abdallahfayed@std.mans.edu.eg
a76fayed@gmail.com
linkedin.com/in/abdullah-fayed
Get In Touch
Tell me about your product goals, datasets, or research ideas.