Data Science & AI — Breda University of Applied Sciences

Building intelligent
systems.

I design and build machine learning systems that solve real problems — from document intelligence to computer vision and NLP.

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Selected work

NLP · RAG · Azure · Python

AIDA — AI Graduation Project

Conversational AI system for intelligent retrieval and summarisation of engineering documentation.

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Computer Vision · Python · OpenCV

Plant Phenotyping Pipeline

Computer vision pipeline for automated trait extraction from high-throughput plant imagery.

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NLP · Sentiment · Dashboarding

Content Intelligence Dashboard

NLP-driven analytics platform for audience insights and content performance across television formats.

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Reinforcement Learning · Python · Simulation

Reinforcement Learning Scheduler

RL-based scheduling agent that optimises resource allocation for event logistics under dynamic constraints.

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About

Shan Oomes — Data Science & AI student

I'm Shan Oomes, a final-year Data Science and AI student at Breda University of Applied Sciences. I'm driven by curiosity and the kind of problems that don't have a clean answer yet — I approach them with independent thinking and a commitment to figuring things out properly, not just quickly.

My experience spans both the analytical and the technical. At ABN AMRO MeesPierson I built dashboards and performed client data analyses for wealth management clients, presenting findings to senior management to support data-driven decisions in private banking. Before that I worked as a junior programmer at Flexpulse, developing front-end and back-end features for a SaaS driving school system in Python, PHP, and SQL.

I'm currently completing my graduation project at Equans — building AIDA, an AI system for intelligent document processing. It's the project that brings together everything I've learned: messy real-world data, decisions that matter, and the challenge of making a system that actually works outside of a controlled environment.

I bring technical depth and the ability to explain what I built to someone who wasn't in the room. That combination — build it, then make it legible — is what I'm looking for in my next role.

Skills

Languages
Python SQL PHP
Areas
Machine Learning NLP Computer Vision Reinforcement Learning Anomaly Detection Data Analysis
Libraries
Scikit-learn Hugging Face Transformers PyTorch SBERT Pandas
Platforms
Power BI Azure Git SharePoint

Writing

Contact

Email [email protected] LinkedIn linkedin.com/in/shan-oomes GitHub github.com/ShanToa