Open to opportunities

Mina Nagy

@minanagy

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AI engineer and backend developer building secure, scalable ML systems.

Egypt

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What I'm looking for

I’m looking for a role where I can build secure, high-performance back-end systems and apply ML/NLP and computer vision to ship practical, data-driven products.

I’m a passionate AI Engineer and Backend Developer with a strong foundation in Machine Learning, Deep Learning, and scalable system design. I’m currently studying at Faculty of Computer Science & Artificial Intelligence, Pharos University (CGPA: 3.36), and I focus on turning AI into real, deployable applications.

My projects blend AI/NLP and secure back-end development: I built an AI-powered PDF summarization system with LLaMA 3.3 (via Groq API) using Flask and Streamlit, including OCR and PDF parsing. I also created an end-to-end video translation/dubbing system using LLaMA (via Groq API) and Whisper for speech-to-text and multilingual translation. For computer vision, I developed a football match analysis system that detects and tracks players, estimates speed, generates heatmaps, and produces tactical recommendations using Claude LLM.

I care about security and practical engineering outcomes—I developed a cybersecurity learning platform and earned ethical hacking/offensive security certifications. I’m excited to build secure, high-performance back-end systems and deliver impactful, data-driven solutions using Python, Java, and C#.

Experience

Work history, roles, and key accomplishments

Read My Finger OCR System

Pharos University

Built a Python OCR application that captures text in real time from a laptop camera and converts extracted characters into simulated keyboard input.

Python Computer Vision Tesseract

Hackademy Cybersecurity Platform

Pharos University

Developed a full cybersecurity learning platform website with structured educational content and interactive features for ethical hacking and security awareness training.

Cybersecurity Ethical Hacking Web Development APIs

AI PDF Summarization System

Pharos University

Built an end-to-end AI system to extract and summarize PDF content using LLaMA 3.3 via Groq API, with a full-stack Flask/Streamlit app for upload and summarization.

GROQ Flask Streamlit Tesseract Pdf2image Pdfplumber PDF Parsing

Smart Barista Analytics System

Pharos University

Developed a real-time tracking and analytics system for a barista workspace using YOLOv8 with ByteTrack, DeepSORT, and BoT-SORT to count customers and detect orders.

YOLOv8 ByteTrack Computer Vision Analytics

AI Video Translation Dubbing System

Pharos University

Built an end-to-end video translation and dubbing system using LLaMA 3 via Groq API and Whisper-based speech recognition for real-time transcription and multilingual translation.

LLaMA GROQ Whisper Speech Recognition Machine Translation

Football Match Analysis System

Pharos University

Developed an AI-powered football analysis system that detects and tracks players, estimates speed in km/h, generates heatmaps, detects match events, and provides tactical recommendations using Claude LLM.

Computer Vision Deep Learning Player Tracking Heatmaps LLM Claude

Back-end (.NET Core) Certificate

Route IT Training Center

Completed a back-end certificate course focused on .NET Core.

.NET Core

Ethical Hacking Certificate

CyberguardX

Completed an ethical hacking and offensive security certificate.

Ethical Hacking Offensive Security

Education

Degrees, certifications, and relevant coursework

Pharos University

Computer Science & Artificial Intelligence

2022 - 2026

Grade: CGPA: 3.36

Activities and societies: Graduation project: Hackademy (cybersecurity learning platform). Other projects include real-time OCR (Python), smart barista analytics with YOLOv8+ByteTrack/DeepSORT/BoT-SORT, PDF summarization with LLaMA 3 via Groq, and AI video translation using Whisper + LLMs.

Pursuing a program in the Faculty of Computer Science & Artificial Intelligence at Pharos University (Sep 2022–Jun 2026), achieving a CGPA of 3.36.