Sven Geboers
Open to work5 years experienceData Scientist
Data Scientist with 5 years of experience, interested to apply my skills to large problems like the energy transition
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Skills & Technologies
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Work Experience
Public Transport Consultant & Data Scientist
Goudappel
- Designed and trained a classification model on synthetic data to automatically categorize a live population dataset based on demographic and travel characteristics, stitching together covariance matrices from distinct sources that have limited feature overlap.
- Built and maintained a national-scale time series data pipeline processing all live public transport data of the Netherlands daily, with optimized Parquet storage and a Databricks CI/CD pipeline for cleaning, enrichment, and monitoring.
- Led an end-to-end analysis project (raw GPS data, map-matching via Valhalla in Docker, road segment speed aggregation, QGIS visualization) that informed municipal policy and delivered EUR750k in estimated annual savings.
- Conducted large-scale accessibility analysis by means of an active panel dataset of 10,000 people followed live 24/7 of the Netherlands, supporting policy decisions on public services such as hospitals and schools.
- Chair monthly strategic meetings within our team, setting long-term vision for transport data and modeling integration within the organization.
- Mentored two graduating students who subsequently joined the company, mentoring new data science colleagues.
Data Scientist
Ministry of Infrastructure and Water Management
- Design monitoring frameworks and automated data pipelines for national-scale infrastructure evaluation projects.
- Built a RAG application to manage and retrieve domain knowledge for the monitoring and evaluation team.
Data Engineer
The Green Village (TU Delft)
- Managed data infrastructure processing millions of daily datapoints from the TU Delft campus energy systems (gas, heat, solar, battery, hydrogen, presence detection). Built a custom Python library connecting diverse APIs to enable energy consumption analysis and modeling.
- Administered Kafka and GitLab, professionalized automated pipelines, and provided technical guidance to research teams on effective data infrastructure for sensor networks and sustainability projects.
R&D Engineer
Aerinspect
- Developed proofs-of-concept using drone photogrammetry, computer vision, and IoT sensor fusion for 3D structural and environmental modeling, applying image processing and spatial data analysis.
Projects
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Leaderboard Standings
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AI Collaboration Score
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Role Compatibility Profile
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About Details
Professional Bio
Data scientist with five years of experience across data engineering, R&D, and applied ML. I build end-to-end data pipelines, time series models, and ML solutions for infrastructure and public utilities. I work with domain experts to turn data into something useful.
MSc in Systems & Control
Delft University of Technology (2018 - 2022)
BSc in Aerospace Engineering
Delft University of Technology (2015 - 2018)