Open to opportunities

Hi, I'm Ahmed ML Engineer & Data Scientist

I build production AI systems that actually work. From fine-tuning LLMs to deploying real-time ML pipelines — I take projects from concept → deployment with battle-tested engineering practices.

0+ Years Experience
0+ Users Served Daily
0+ AI Songs Generated
Ahmed Khaled Ali
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About Me

I'm a self-taught ML engineer who made the leap from web development to AI through intensive certifications and real-world project work.

While completing my engineering degree, I built production systems as a sole developer, gaining hands-on experience in taking projects from concept to deployment with minimal supervision.

My unique journey gives me a full-stack perspective — combining web development foundations with cutting-edge ML expertise. I've delivered measurable impact: platforms serving real users, AI models in production, and MVPs shipped on tight deadlines.

🎯

Focus Areas

MLOps, GenAI, Production ML Systems, Full-Stack Development

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Location

Cairo, Egypt • Open to Remote & Relocation

Education

Bachelor of Engineering

Computer & Control Engineering

Obour High Institute
Certified

Data Scientist

DataCamp Professional Certificate

+ 8 More Certifications

Experience

Full-Stack ML Engineer

SongLabAI
Sep 2024 — Present Remote

End-to-end ownership of AI-powered music generation platform serving 50+ daily users.

  • Architected and deployed 2 custom generative AI models for vocal and instrumental synthesis
  • Integrated Hugging Face inference APIs with custom WordPress frontend and PHP backend
  • Implemented secure authentication, payment processing, and MySQL database architecture
  • Generated 100+ AI songs for platform users
Hugging Face Python WordPress PHP MySQL

Founding Engineer

Connectyed
Apr 2024 — Sep 2024 Remote • Contract

Built MVP for professional matchmaking platform in 5 months as sole technical founder.

  • Developed Laravel REST API backend and Vue.js SPA frontend with real-time features
  • Created recommendation engine using collaborative filtering for match suggestions
  • Integrated Zoom/Google Meet APIs and deployed on production infrastructure
  • Delivered full MVP in 5 months with minimal supervision
Vue.js Laravel PHP MySQL OAuth

Freelance Data Scientist & Developer

Self-Employed (Upwork)
Mar 2022 — Present Remote

Transitioned from web dev to ML/AI through intensive self-study and certifications.

  • Delivered 15+ projects including web apps, data analysis, and ML models
  • Worked with international clients across diverse industries
  • Built expertise in Python, TensorFlow, PyTorch, and cloud deployments
Python TensorFlow PyTorch AWS Docker

Featured Projects

Production-grade ML systems and applications

MLOps

ML Training & Serving Pipeline

Complete MLOps pipeline with 1000+ RPS throughput. Scalable training infrastructure, automated deployment, monitoring, and A/B testing.

90% Cost Saved
1000+ RPS
Azure ML PyTorch Docker FastAPI
LLM / NLP

Car Reviews Analysis with LLMs

Chatbot using LLMs for auto dealership customer service with sentiment analysis, Q&A, and text summarization features.

40% Faster Response
LLMs NLP Transformers
MLOps / NLP

Enterprise RAG System

Production-ready document retrieval platform with semantic search. FastAPI backend, Streamlit frontend, ChromaDB vector database.

<100ms Response
Enterprise Security
FastAPI ChromaDB Docker Redis
ML

Insurance Claim Prediction

Predictive model optimizing pricing strategies for insurance companies. Enhanced risk assessment accuracy.

15% Profit Increase
scikit-learn Pandas Python
Data Science

Recipe Traffic Prediction

Predictive models achieving 80.87% precision in identifying high-traffic recipes. Improved site traffic by 20%.

80.87% Precision
20% Traffic Up
EDA Python Visualization

Tech Stack

Languages

Python Expert
SQL Advanced
PHP Proficient
JavaScript Proficient
C++ Competent

ML & AI

TensorFlow PyTorch scikit-learn Keras Hugging Face LangChain OpenAI API NLP Computer Vision Deep Learning

MLOps & Cloud

Azure ML AWS GCP Docker Kubernetes MLFlow DVC FastAPI Redis

Data & Backend

Pandas NumPy ChromaDB MySQL Django Laravel REST APIs

Visualization

Matplotlib Seaborn Plotly Tableau Streamlit

Frontend

Vue.js HTML/CSS WordPress Streamlit
"
Ahmed has been instrumental in developing two complete platforms for our companies. He single-handedly architected and built our professional matchmaking platform with Laravel, Vue.js, and intelligent AI matching algorithms. Following this success, he developed our entire music generation platform from scratch. His ability to deliver production-ready systems that exceed expectations is exceptional.

George Page

Principal, Songlabai Inc

Burlingame, California

Let's Connect

I'm currently looking for new opportunities. Whether you have a question or just want to say hi, I'll try my best to get back to you!