Hello, I'm

Mahmoud Osama

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Backend-focused AI engineer building production systems with Python, FastAPI, and Django. I ship ML pipelines, LLM-powered applications, and security tools end-to-end.

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About

Who I Am

Mahmoud Osama - AI Engineer

AI Engineer & Backend Developer

Backend-focused AI engineer working primarily with Python, FastAPI, and Django. My experience spans ML pipelines, LLM automation, and security applications—phishing detection and red teaming in particular.

With a freelance background, I've shipped production systems end-to-end: from client requirements through architecture decisions to deployment. I build AI applications that solve real problems, integrate models into REST APIs, and handle real-time inference and system automation.

Education

BSc in AI & Cybersecurity

Location

Mansoura, Egypt

Availability

Open to Remote

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Career

Experience

AI Trainer — Master Coding Specialist

Invisible Technologies Contract

Dec 2025 — Present
  • Review and debug Python code to train AI models on algorithmic correctness
  • Build datasets and test cases that improve model performance
  • Support training workflows in Arabic and English
  • Provide technical expertise on backend development and scripting challenges

AI Engineer

Self-Employed / Freelance Remote

Jan 2022 — Present
  • Build and deploy AI applications for automation and security use cases using Python, FastAPI, Django
  • Developed ML pipelines for phishing detection and behavior-based risk scoring
  • Integrate models into REST APIs — handle real-time inference and system automation
  • Work directly with clients on requirements, architecture decisions, and delivery timelines
  • Debug models, optimize performance, and test for accuracy before production deployment

Education

Bachelor of Science in Artificial Intelligence & Cybersecurity

Delta University for Science and Technology — Mansoura, Egypt

Oct 2022 — Jul 2026  |  GPA: 3.2 / 4.0

Certifications
NVIDIA Deep Learning Institute (DLI) — ITI Building LLM Applications with Prompt Engineering Building Agentic AI — Andrew Ng 25+ Technical Courses — Coursera
Expertise

Technical Skills

Backend & Languages

Python JavaScript FastAPI Django Flask REST APIs

Machine Learning

scikit-learn TensorFlow PyTorch Feature Engineering Model Training

LLMs & Agents

LangChain OpenAI API Ollama Agent Workflows Tool Calling Multi-Agent Systems

Databases

PostgreSQL MySQL SQL

DevOps & Tools

Docker Git GitHub CI/CD

Security

Phishing Detection Red Teaming Automation Security-Focused ML
Portfolio

Featured Projects

AI Red Teaming Agent

AI Red Teaming Agent

Problem: Organizations need continuous, automated security testing to identify vulnerabilities before real attackers do.

Automated agent that simulates phishing campaigns and cyberattacks for security testing. Runs continuous threat simulations to test system defenses. Helped reduce successful phishing attempts by 25% over three months during evaluation.

Python LLMs Security Automation
View on GitHub
WhatsApp Clinic AI Agent

WhatsApp Clinic AI Agent

Problem: Clinics struggle with patient communication overhead—manual updates, missed appointments, and fragmented records.

Patient communication system using NLP for automated medical messaging. Integrates with the WhatsApp API for real-time updates and two-way engagement. Backend pulls patient data and displays it on physician dashboards showing appointment status and medical history.

NLP WhatsApp API Backend Systems
View on GitHub
ML Phishing URL Detection System

ML Phishing URL Detection System

Problem: Phishing URLs are increasingly sophisticated, requiring automated detection that goes beyond simple blacklists.

ML system that detects phishing URLs by extracting features from URL structure, domains, and IP metadata. Trained classifiers to flag malicious links with minimal false positives. Deployed as a backend service for automated threat blocking.

Python Machine Learning Security
View on GitHub
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Contact

Get In Touch

Let's build something together

I'm open to freelance work, contract roles, and remote positions. If you need an AI engineer who can take a project from requirements to production, let's talk.

Phone

+20 100 316 9833

Location

Mansoura, Egypt — Open to Remote