AI & DATA SCIENCE ENGINEER - Cairo, Egypt

I turn complex data into intelligent systems.

AI & Data Science Engineer with a foundation in BI, deep learning, and applied research. passionate about designing systems that are not just functional, but thoughtful, scalable, and built to solve business problems.

Mostafa Abdelhamed, AI & DATA SCIENCE ENGINEER
Dataset downloads
19.1K+
IEEE publication
1
INDUSTRY INTERNSHIPS
+3
GCI WORLD 2026-TOKYO
TOP 30%
00 - ABOUT

Who I am.

The path, the pivot, and what drives the work.

My path into AI started somewhere less obvious: a diploma in Electrical and Photovoltaic Systems from the German-Arab Chamber of Industry and Commerce (AHK). That's where I built my foundation in systems thinking, how components connect, fail, and scale before pivoting fully into AI & Data Science.

I'm currently pursuing a dual B.Sc. in Artificial Intelligence & Data Science between Elsewedy University of Technology and Amity University (2024-2028). What drives me is turning research-grade machine learning, BI, diffusion models, RAG systems and AI applications into systems that actually ship. That has meant internships across three organizations: Think for Advanced Technologies, the British University in Egypt, and a fully-funded JICA-supported program at the University of Tokyo's Matsuo-Iwasawa Laboratory, where I finished in the top 30% of an international cohort alongside published research and open-source tools.

Outside core work, I spend time exploring quantum computing alongside xAI research. I'm early in my career. but still learning, still correcting course as I go.

Mostafa Abdelhamed — portrait

MOSTAFA ABD.ELHAMED MAHMOUD.

Cairo, Egypt

01 - RESEARCH

Published research

Peer-reviewed work in 3D medical deep learning, presented at IEEE ICEENG IICC 2026.

IEEE 2026 · Conference paper

A 3D Deep Learning Framework for Dental CBCT Structural Analysis for Oral Health Risk Prediction

IEEE 2026 ICEENG International Conference for Innovations in Intelligent Computing and Cybersecurity (IICC)

Mostafa Abdel Hamed et al. · Cairo, Egypt · May 2026

Dice

0.97

ROC-AUC

0.960

PR-AUC

0.958

F1-score

0.927

DOI 10.1109/IICC69623.2026.11582452
IEEE IICC 2026 publication cover for "A 3D Deep Learning Framework for Dental CBCT Structural Analysis for Oral Health Risk Prediction"
02 - SELECTED WORK

Featured projects

Open-source infrastructure, retrieval systems, generative models and data products.

TWINNY.AI project cover
02Top featured

TWINNY.AI

Digital Twin · Live product

Not a chatbot — a second you. TWINNY.AI builds a persistent digital twin that mirrors your communication style, decision logic and professional behaviour, then works in the background to draft responses, monitor markets, analyse data and prepare decisions — every action gated by human-in-the-loop approval.

  • Digital Twin
  • LLM
  • NLP
  • Task Automation
  • AI Governance
DopaPal project cover
03Top featured

DopaPal

Neurodivergent Productivity · Desktop AI

An ambient cognitive translation layer for the ADHD brain. DopaPal captures chaos through low-friction input (voice, hotkeys, clipboard, calendar sync), auto-slices overwhelming projects into paced micro-blocks, and surfaces work by PINCH ranking (Passion, Interest, Novelty, Challenge, Hurry) instead of pure urgency — wrapped in a dopamine-aligned reward engine.

  • Electron
  • React
  • FastAPI
  • PostgreSQL
  • Redis
  • Nemotron LLM
04Semantic Search Engine project cover

Vector Search

Semantic Search Engine

Scalable semantic search engine with vector embeddings (FAISS/ChromaDB), PDF auto text extraction, and multilingual support.

  • FastAPI
  • ChromaDB
  • FAISS
  • MongoDB
05Generative AI - DDPM Diffusion Model project cover

Generative AI

Generative AI - DDPM Diffusion Model

Denoising Diffusion Probabilistic Model implemented from scratch in PyTorch (NVIDIA DLI training).

  • PyTorch
  • DDPM
  • CNN
06TwinnyAI Personas Dataset project cover

Dataset · 19.1K+ downloads

TwinnyAI Personas Dataset

Structured AI personas dataset published on Hugging Face & Kaggle (19,100+ downloads).

  • Hugging Face
  • Kaggle
  • LLM Data
07Reddit Stock Sentiment Analysis project cover

NLP Pipeline

Reddit Stock Sentiment Analysis

NLP sentiment pipeline scraping Reddit to compute ticker sentiment scores using VADER.

  • VADER
  • PRAW
  • Pandas
03 - EXPERIENCE

Where I've worked

Three industry internships across applied AI, data pipelines and generative prototypes.

  1. Apr 2026 — Aug 2026

    Matsuo-Iwasawa Laboratory, The University of Tokyo logo

    Matsuo-Iwasawa Laboratory, The University of Tokyo

    Data Science & AI Trainee (GCI World 2026)

    Hybrid · Tokyo, Japan

    • Fully funded 14-week intensive training program in Data Science and Artificial Intelligence, graduating among the Top 30% of participants.
    • Built strong practical foundations in Python, NumPy, Pandas, SQL, Feature Engineering, Model Evaluation, Supervised & Unsupervised Machine Learning, and Time Series Analysis through hands-on assignments.
    • Applied AI and data science techniques to solve real business problems while collaborating with an international cohort under the guidance of Professor Yutaka Matsuo and the Matsuo-Iwasawa Laboratory.
  2. Jul 2025 — Sep 2025

    Think for Advanced Technologies logo

    Think for Advanced Technologies

    AI Trainee Intern

    On-site · Cairo, Egypt

    • Architected and deployed an AI-powered Text Embedding System with FastAPI, MongoDB and ChromaDB — cutting average query latency by 35%.
    • Delivered an end-to-end RAG pipeline (chunking, embedding, vector search) reaching 89%+ semantic retrieval accuracy.
    • Applied layered CSR architecture and OOP practices, reducing coupling and contributor onboarding time by ~40%.
  3. Feb 2024 — Mar 2024

    British University in Egypt (BUE) logo

    British University in Egypt (BUE)

    AI & Applications Intern

    On-site · Cairo, Egypt

    • Preprocessed multi-source datasets for ML pipelines, cutting missing-value rate below 2%.
    • Implemented supervised, unsupervised and reinforcement learning algorithms across 5+ architectures.
    • Built generative AI prototypes with GANs and LLMs for summarization, translation and QA.
04 - STACK

Technical matrix

Tooling I reach for across modelling, retrieval, serving and deployment.

Languages

  • Python
  • R
  • Java
  • JavaScript
  • SQL
  • C++

ML / DL Frameworks

  • TensorFlow
  • PyTorch
  • Scikit-learn
  • Keras
  • LangChain

NLP & Generative AI

  • Transformers
  • BERT
  • Fine-tuning
  • Diffusion Models
  • RAG

Data & Visualization

  • NumPy
  • Pandas
  • Matplotlib
  • Seaborn
  • Power BI
  • Databricks

Backend & APIs

  • FastAPI
  • Flask
  • Pydantic

Databases & Vectors

  • PostgreSQL
  • MySQL
  • MongoDB
  • ChromaDB
  • FAISS

MLOps & Cloud

  • GCP
  • Docker
  • GitHub
  • Jupyter
  • Colab
  • Hugging Face

Computer Vision

  • OpenCV
  • CNN architectures
  • Image generation pipelines
05 - CREDENTIALS

Certifications & education

Accredited AI training and a dual-degree engineering track.

SAP logo

Aug 2026

SAP Certified Associate - SAP Generative AI Developer

SAP

Build and deploy generative AI extensions on SAP BTP using large language models and retrieval-augmented workflows.

Credly badge

SAP logo

Aug 2026

SAP Certified - Data Analyst - SAP Analytics Cloud

SAP

Design interactive dashboards, stories, and cloud data models in SAP Analytics Cloud for enterprise BI.

Credly badge

Otto-Friedrich-Universität Bamberg logo

Jul 2026

Explainable Artificial Intelligence (XAI)

Otto-Friedrich-Universität Bamberg

Foundations of interpretable ML: feature attribution, counterfactual explanations, and trustworthy AI governance.

KI Campus certificate

DataCamp logo

Feb 2026

AI Engineer for Data Scientists Associate

DataCamp

Production ML engineering: model packaging, deployment pipelines, monitoring, and end-to-end AI system design.

Credential ID: AEDS0019338093398

NVIDIA Deep Learning Institute logo

Jan 2026

Generative AI with Diffusion Models

NVIDIA Deep Learning Institute

Hands-on diffusion model training: forward/reverse processes, U-Net denoisers, and sampling in PyTorch.

Credential ID: 6YSchyAvQGWRCf1CJoKOIw

International Accreditation Organization (IAO) logo

Nov 2023

International AI Accreditation

International Accreditation Organization (IAO)

Accredited coverage of AI fundamentals, ethics, and real-world intelligent system applications.

Serial No: ZIN0342

Oct 2024 — Aug 2028

Elsewedy University of Technology (SUT) & Amity University

Dual Degree - B.Sc. Artificial Intelligence & Data Science (SUT) · BTech Data Science & AI (Amity)

Oct 2020 — Jul 2023

German-Arab Chamber of Industry and Commerce (AHK)

Diploma - Electrical and Photovoltaic Systems