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Abdelkarim Ain
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AI & Data Engineer

Building reliable AI and data products.

I'm a Master's student in Big Data and AI with a background in computer science and web development.

I build data pipelines, machine-learning systems, and focused web interfaces that make complex results useful.

Target roles

Data Engineering Intern · Machine Learning Engineering Intern · Applied AI Intern

Portfolio direction

End-to-end systems, measured results, and usable interfaces.

What I build

The intersection of data engineering, applied machine learning, and product-minded web development.

Data systems

Reliable ingestion, transformation, storage, and observability for useful data.

Machine-learning systems

Models evaluated against baselines and delivered through reproducible workflows.

Applied AI

Retrieval, document intelligence, and AI features designed around evidence and limits.

Technical products

Clear interfaces that help people understand and act on technical results.

Spotlight

A small set of end-to-end projects. Each one should explain the problem, system, evaluation, and tradeoffs.

data engineering

A replayable streaming pipeline that detects unusual behavior in high-volume event data and explains each alert.

  • Python
  • Kafka
  • Apache Spark
  • PostgreSQL
  • FastAPI
  • Astro
  • Docker

machine learning

A reproducible forecasting workflow that compares models against honest baselines and exposes uncertainty through a decision interface.

  • Python
  • SQL
  • DuckDB
  • scikit-learn
  • PyTorch
  • MLflow
  • Astro

View all projects →

Selected writing

Technical notes about experiments, systems, and lessons learned.

Technical writing will appear here as you document experiments, tradeoffs, and results.

Focus stack

The technologies I am using to build and explain the work in this portfolio.

Core

Python · SQL · TypeScript · Bash

Data engineering

Apache Spark · Kafka · dbt · Airflow

ML & AI

scikit-learn · PyTorch · MLflow · Model evaluation

Storage

PostgreSQL · DuckDB · ClickHouse · MinIO / S3

Product & delivery

FastAPI · Astro · Docker · GitHub Actions

Education

[City, Country]

[Start year]Present

Master's degree in Big Data & AI · [University name]

In progress — add your specialization, thesis, or relevant coursework.

[City, Country]

[Start year][End year]

Bac+3 in Computer Science · [University name]

Add the strongest coursework, project, or academic result.

[City, Country]

[Start year][End year]

Bac+2 in Web Development · [Institution name]

Add the technologies and practical work that started your path.