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mahmoud shehata

@mahmoudshehata

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Agentic AI developer and software engineer building RAG multi-agent systems and AI pipelines.

Egypt

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What I'm looking for

I want to build production-ready agentic AI and RAG systems—turning LLMs into reliable workflows—while improving system security, scalability, and data-driven decision making in a collaborative team.

I’m an AI Engineering student and builder who enjoys turning complex problems into reliable systems. I’ve competed at the collegiate level—ECPC 2023 finalist—and I’ve solved 1,500+ algorithmic problems on Codeforces and LeetCode using C++ and Python.

In my Agentic AI Developer Intern role, I built and deployed RAG-powered multi-agent systems with LangChain, langflow, and Pinecone Vector DB for dynamic context retrieval and agent workflow execution. I also designed 25+ automation workflows and integrated agents with an MCP server to improve orchestration, scalability, and maintainability of agent pipelines.

My projects reflect the kind of impact I want: an AI-powered hiring platform (Talent scout) with an automated multi-stage screening pipeline that reduced screening time by 47% and total hiring time by 72%. I also created a RAG-powered multi-agent AI system (FitBot) that supports real-time coaching through tool-calling, web scraping, email notifications, and secure user data tracking with PostgreSQL.

Experience

Work history, roles, and key accomplishments

Agentic AI Developer Intern

AI Micromind

Aug 2025 - Nov 2025 (3 months)

Built and deployed RAG-powered multi-agent systems using LangChain, langflow, and Pinecone Vector DB for dynamic context retrieval and agent workflow execution. Designed automation workflows and integrated agents with an MCP server to improve orchestration and maintainability.

RAG Multi Agent Systems Lang Chain LangFlow MCP Workflow Automation Workflow Agents

POS Developer Intern

Efinance Group

Aug 2025 - Oct 2025 (2 months)

Built a custom ISO 8583 message parser in Python with a Tkinter GUI to inspect, parse, and validate POS transaction messages. Developed a remote POS management system using custom VPN tunneling and worked with POS terminals, ISO 8583 messaging, and EMV standards.

ISO 8583 Python Tkinter POS systems Payment Processing

Private Tutor

Freelance

Jun 2022 - Jan 2024 (1 year 7 months)

Taught 100+ students Python, C++, and mathematics, focusing on foundational programming and algorithmic problem-solving. Tailored lesson plans and conducted personalized code reviews to accelerate understanding of core concepts.

Python C Mathematics Code Review Lesson planning

Vice President, IT Section

NMU Physics Club

Sep 2022 - Sep 2023 (1 year)

Supported technical activities and IT-related operations for the student club.

Programming Instructor

NMU ICPC Training

Jun 2023 - Aug 2023 (2 months)

Delivered competitive programming sessions to help students improve problem-solving skills for ICPC-style contests.

Competitive Programming Problem Solving

Software Engineering Intern

KAPCI Coating

Jul 2022 - Aug 2022 (1 month)

Diagnosed and resolved server issues to improve system stability and reduce operational disruptions. Contributed to mobile application development using React Native for implementing and debugging app features.

React Native

Education

Degrees, certifications, and relevant coursework

New Mansoura University

Bachelor’s Degree in AI Engineering, AI Engineering

2021 - 2026

Grade: CGPA: 3.7/4.0; Ranked 2nd; Excellent with Honors

Activities and societies: ECPC 2023 finalist (1st of 32 teams in qualification); advanced to finals. Solved 1,500+ problems on Codeforces/LeetCode using C++ and Python. Top 15 out of 300+ teams in the SU Real Life Competition (AUC).

Bachelor’s Degree in AI Engineering at New Mansoura University, with a CGPA of 3.7/4.0 and ranked 2nd (Excellent with Honors). Coursework includes data structures, software engineering, algorithms, ML/deep learning, database design, agentic AI, and transformers.

Information Technology Institute (ITI)

Excel & Power BI Training, Data Analysis

2025 - 2025

Completed hands-on training in Excel and Power BI for data cleaning, visualization, dashboarding, and reporting.

National Telecommunication Institute (NTI)

Huawei AI Training (80-hour course), Artificial Intelligence

2025 - 2025

Completed an 80-hour AI course by Huawei Academy and NTI covering Python, mathematics for AI, data analysis, machine learning, deep learning, Huawei AI platforms, and quantum computing applications.