Hi, I'm Ahmed ML Engineer & Data Scientist

I ship ML models that run in prod, not just notebooks. Currently building audio generation tools and LLM applications — always learning what breaks at scale.

See What I've Built Reach Out

About

I'm an ML engineer who transitioned from web development to AI through certifications and hands-on 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

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

Currently

Seeking Opportunities

ML Engineer, Data Scientist, AI Engineer roles

Get in touch →

Experience

Full-Stack ML Engineer

SongLabAI Inc.

Sep 2024 — Present Remote

SongLabAI

AI Music Generation Platform

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

AdviceBuddy

AI Mental Wellness Platform

Deployed GPU-accelerated LLM inference on Modal with therapeutic system prompt and safety monitoring
Built text-to-speech with 12 voice configurations (gender × accent) as Pro Plus exclusive feature
Implemented 3-tier Stripe subscription with server-side rate limiting and transactional emails
Designed Supabase auth with RLS policies and custom PostgreSQL functions for secure multi-tenant data

Next.js Python Modal Supabase Stripe

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

Projects

Production-grade ML systems and applications

♫ ♪ ♩

GenAI / Production

SongLabAI — Music Generation

Full-stack AI music generation platform serving 50+ daily users. Integrated 2 custom Hugging Face models for vocal and instrumental synthesis with WordPress frontend and PHP backend. Features secure payment processing and user authentication.

100+ Songs Generated

50+ Daily Users

Hugging Face Python WordPress PHP MySQL

GenAI / LLM / Production SaaS

AdviceBuddy — AI Mental Wellness Platform

Full-stack AI wellness platform with custom LLM deployment. Built inference pipeline on Modal GPUs, safety monitoring system, and text-to-speech with 12 voice options. Complete SaaS with 3-tier subscriptions, server-side rate limiting, and transactional email flows.

10K+ Users

50K+ Conversations

12 TTS Voices

4.8 Rating

Next.js Python Modal Supabase Stripe

OUT

MLOps

ML Training & Serving Pipeline

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

<1ms Latency

735K Params

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.

80%+ Accuracy

7 NLP Features

LLMs NLP Transformers

🧠

MLOps / NLP

Enterprise RAG System

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

<100ms Search

1K Chunks/min

FastAPI ChromaDB Docker Redis

Risk

Insurance Claim Prediction

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

73.4% Accuracy

0.80 AUC Score

scikit-learn Pandas Python

+20%

Data Science

Recipe Traffic Prediction

Predictive models achieving 77.65% accuracy in identifying high-traffic recipes. Compared Decision Tree, Random Forest, and XGBoost classifiers.

77.65% Accuracy

81.82% F1 Score

EDA Python Visualization

View All Projects on GitHub

Tech Stack

ML & AI

Python, SQL
TensorFlow, PyTorch, Keras
Hugging Face, LangChain, OpenAI API
NLP, Computer Vision, Deep Learning

MLOps & Infrastructure

Azure ML, AWS, Docker, Modal
MLFlow, FastAPI, Redis
Pandas, NumPy, scikit-learn
MySQL, PostgreSQL, ChromaDB, Supabase
Streamlit, Gradio, Plotly, Matplotlib

Full-Stack Integration

Vue.js, Next.js, React
Laravel, PHP, REST APIs
WordPress, HTML/CSS

Certifications

More Certifications

Python, Problem Solving, etc.

Ahmed has been instrumental in developing three complete platforms for our companies. He built our professional matchmaking platform with Laravel and Vue.js, our AI music generation platform, and most recently our AI mental wellness companion AdviceBuddy. His ability to deliver production-ready systems that exceed expectations is exceptional.

George Page

Principal, Songlabai Inc

Burlingame, California

SongLabAI • AdviceBuddy • Connectyed

Get in Touch

Currently exploring new opportunities. Have a project in mind or just want to connect? I'd love to hear from you.

Email a.khaled.ali.99@gmail.com

Phone +20 128 831 1023

LinkedIn linkedin.com/in/phoenixak

GitHub github.com/Phoenixak