Tools & Technologies
A collection of frameworks, tools, and technologies I work with
About
I’m an engineer with a background in Data Science, Data Engineering, and Software Development. I work across the stack, with deep expertise in Python and TypeScript, and experience in SQL and Rust. I build scalable solutions that combine data pipelines, machine learning, and modern web applications. I’ve led projects involving predictive modeling, ETL workflows, and generative AI using tools like HuggingFace, ChatGPT, Claude, and SageMaker. I also design cloud-native systems using AWS, Azure, and infrastructure-as-code with CDK. My focus is on turning data into impact — creating intuitive applications with frameworks like FastAPI, Streamlit, React, Astro, and Django.
Blog Posts
Experience
TenneT TSO
Data Engineer
May 2025 – Present
- Working on a data migration project, moving from on prem solution to a cloud platform.
- Building a data pipeline to ingest and process data from and to various sources.
- Working with Azure, Azure Databricks, PySpark, and Azure Data Factory.
Team Rockstars IT
Data Engineer | ML Engineer | AI Engineer | Software Engineer
May 2025 – Present
- Working on multiple projects for different clients, focusing on data engineering, machine learning and AI solutions.
PostNL
Data Scientist | Software Engineer
Feb 2024 – May 2025
- Led the development of the internal Data Science Portal using AWS CDK and CI/CD pipelines — now hosting 40+ Data Scientists and 30+ production apps.
- Created the initial PostLit Python package for integrating Streamlit dashboards into the PostNL ecosystem.
- Developed PostNLChat, an internal ChatGPT-like interface, and built a GenAI workflow that automates call summaries for the sales team.
PostNL
Data Scientist | Data Engineer
Jun 2022 – Feb 2024
- Delivered insights via dashboards and reports to support data-driven decisions.
- Guided stakeholders on data architecture and integration strategy.
- Maintained and extended ETL pipelines and managed data lake ingestion in AWS.
- Improved operational efficiency by embedding data-driven workflows.
Aurai
Junior Data Engineer
Dec 2022 - Nov 2023
- Completed traineeship and transitioned into consultancy, applying data engineering principles to real-world client problems.