Master's degree in Big Data & AI · [University name]
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About
Abdelkarim Ain · AI & Data Engineer
My path started in web development, continued through computer science, and is now focused on Big Data and AI. That combination shapes how I work: I care about both the system behind a model and the experience around it.
I am especially interested in turning messy, high-volume data into systems that can be measured, explained, and used by real people.
This portfolio is a record of that direction: end-to-end projects, technical experiments, and lessons learned while building them.
Interests
- Streaming data and distributed processing
- Machine-learning evaluation and MLOps
- Applied AI and retrieval systems
- Technical product engineering
Working principles
- Start with a measurable problem.
- Compare complex models with simple baselines.
- Make systems reproducible and explainable.
- Build an interface that makes the result useful.
Skills
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
Bac+3 in Computer Science · [University name]
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Bac+2 in Web Development · [Institution name]
Add the technologies and practical work that started your path.