Yousef Malak Ibrahim | AI Engineer Portfolio

Get To Know Me

About Me

YMI

Maadi, Cairo, Egypt

Ain Shams University

yousefmalak55@gmail.com

+20 127 541 614

I'm a passionate AI Engineer and Machine Learning Developer currently pursuing my Bachelor's in Computer Science at Ain Shams University. With a strong foundation in building production-ready AI systems, I specialize in creating intelligent multi-agent architectures, knowledge graphs, and scalable ML pipelines.

Currently working at Wider, a multinational company, where I build and deploy backend AI agent infrastructure handling production authentication flows and semantic metadata enrichment using LLM extraction pipelines.

As Head of AI at iCLUB, I lead strategic AI initiatives, organize workshops on generative AI and model deployment, and mentor the next generation of AI developers.

Languages

Arabic

Native

English

Fluent

German

Good

Professional Journey

Experience & Education

2025 — Present

AI Engineer

Wider (Multinational Company)

Built and deployed backend AI agent infrastructure handling production authentication flows
Implemented Knowledge Graph systems with semantic metadata enrichment using LLM extraction pipelines
Integrated LangChain-based agents communicating with graph services via REST APIs
Collaborated with cross-functional teams on multi-agent system architecture and deployment

2024 — Present

Head of AI

iCLUB (Student Club) — Ain Shams University

Led strategic AI initiatives and organized workshops on generative AI, deployment, and ethics
Mentored members in Python, TensorFlow, and cloud-based ML pipeline development
Integrated AI solutions into club-led tech products and demos

2023 — 2027

Bachelor of Computer Science

Ain Shams University — Software Engineering

GPA: 3.4 / 4.0 (Very Good)

Feb 2026

AI Agent Developer Course

Orange Digital Center

Grade: 99.3% | 30 Hours | AI Agents, LLMs, LangChain, RAG, Multi-Agent Systems

My Work

Featured Projects

Sadeed — AI Claim Management System

Multi-agent LangGraph pipeline (Extractor → Investigator → Resolver → Explainer) for automated claim triage and resolution with semantic deduplication using pgvector HNSW indices and multilingual embeddings.

Django LangGraph pgvector Celery Redis Docker

Smart LLM routing via OpenRouter Fraud detection engine Auto-retraining pipeline K-Means clustering analytics

AI Travel Reservation Chatbot

Automated chatbot integrating multiple flight and hotel reservation APIs for real-time booking with workflow automation pipelines using n8n.

n8n API Integration Chatbot

Real-time booking API orchestration

Online Exam Management System

Desktop application for creating and managing exams with automated grading, user authentication, and performance tracking using OOP principles.

Java JavaFX Maven

Land Type Classification — Satellite Imagery

Compared ResNet50 (81.9%) vs EfficientNetB0 (96.3%) on NWPU-RESISC45 dataset for multi-class land cover detection using transfer learning.

Python TensorFlow Sentinel-2

96.3% accuracy achieved

Forest Cover Type Prediction

Multi-class classification using XGBoost achieving 86.6% accuracy with engineered interaction features for improved predictive performance.

XGBoost Classification

Walmart Sales Forecasting

Time series forecasting with LightGBM predicting weekly sales (MAE ≈ $7,277) using rolling averages and TimeSeriesSplit cross-validation.

LightGBM Time Series

Diabetes Prediction Model

Applied SMOTE balancing and trained Logistic Regression, SVM, and Random Forest achieving 76% accuracy for diabetes prediction.

Scikit-learn SMOTE Classification

Mall Customer Segmentation

Segmented customers into 5 clusters via Elbow method with K-Means, visualizing spending vs. income patterns.

K-Means Clustering

Image Segmentation App

Graph-based segmentation with Gaussian smoothing, parallel RGB processing, and multi-format export capabilities.

C# Windows Forms DSU

What I Use

Skills & Technologies

AI & Agents

LangChain LangGraph Multi-Agent Systems RAG Prompt Engineering Knowledge Graphs

Machine Learning

Scikit-learn TensorFlow PyTorch XGBoost LightGBM SMOTE

Backend

Django FastAPI REST APIs Authentication Modular Architecture

Data & Vector

pgvector Qdrant Supabase PostgreSQL Redis Celery Docker

Automation

n8n API Orchestration Chatbot Pipelines Low-Code Workflows

Languages & Tools

Python Java C# C++ JavaScript SQL Pandas Jupyter Streamlit Seaborn

Hi, I'm Yousef Malak Ibrahim AI Engineer & ML Developer