
Hajar Aitlakssir
@hajaraitlakssir
Data scientist at the Ministry of Transport and Logistics who built a multilingual document intelligence system with retrieval accuracy above 76%.
What I'm looking for
At the Ministry of Transport and Logistics, I built a multilingual document intelligence system combining OCR and hybrid semantic retrieval for Arabic and French documents. Retrieval accuracy was above 76%, with latency under five seconds.
At the High Commission for Planning, I diagnosed missing values in 2014 census files and documented a protocol comparing five imputation methods under controlled missingness scenarios. I also detected and fixed an information-leakage risk, then evaluated results with point and distribution metrics.
On a Lending Club project, I led modelling on approximately 2.9 million loans, comparing six models and applying Optuna tuning, calibration, and survival analysis. With two teammates, I delivered a Streamlit dashboard, explainability, and a Fairlearn fairness audit.
My work also includes an end-to-end telecom churn pipeline and a privacy-preserving federated learning system for medical AI. I’m looking for remote contract work evaluating and writing data science and statistics problems.
Experience
Work history, roles, and key accomplishments
Built an OCR pipeline turning clinical supply-chain documents into structured data, and a RAG system for semantic search over large corpora. Delivered a proof of concept evaluated by the Supply Chain & Material Planning team.
NLP/ML Engineering Intern
Ministry of Transport and Logistics
Jul 2025 - Sep 2025 (2 months)
Built a multilingual document intelligence system combining OCR and hybrid semantic retrieval (RAG) with latency under 5s and retrieval accuracy above 76%. Automated entity extraction and document classification, and built a real-time Plotly dashboard with export.
Data Science Intern
High Commission for Planning (HCP)
Aug 2026 - Present (2 months)
Diagnosed missing values in census files and built a protocol comparing five imputation methods under controlled scenarios. Detected and fixed an information-leakage risk and evaluated results with point and distribution metrics.
AI Engineering Intern
CodeAlpha
Feb 2026 - Present (8 months)
Built real-time object detection and tracking (YOLOv8 + SORT), an NLP FAQ chatbot with a Flask REST API, and Polyglot AI, a 60+ language web app with dual-engine translation and TTS.
Education
Degrees, certifications, and relevant coursework
School of Information Sciences (ESI)
Engineering degree, Digital Information
2024 -
Pursuing an Engineering degree in Digital Information, expected to graduate in 2027.
UM6P
Associate degree, Cybersecurity
2025 -
Pursuing an Associate degree in Cybersecurity, expected to graduate in 2027.
CPGE Al Qalam
Preparatory classes, Engineering and Applied Sciences
2022 - 2024
Completed preparatory classes in Engineering and Applied Sciences.
Availability
Location
Authorized to work in
Salary expectations
Job categories
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