My Process
1. Data to Insights
Raw data is chaotic. I start by extracting, cleaning, and structuring complex datasets to identify core patterns. It is about finding the signal in the noise and defining the exact problem that needs an intelligent solution.
2. The AI Logic
This is where the logic is built. I develop and train machine learning models, utilizing tools like Python, Pandas, and TensorFlow. I focus on creating analytical frameworks—like NLP pipelines or predictive models—that directly address the identified pain points.
3. Deploy to Production
An AI model is only as good as its implementation. Leveraging my background in full-stack web development (JS, Next.js), I bridge the gap between academic data science and real-world application, deploying models into robust, user-facing environments.
Responsibilities
Developed as part of a competitive Hackathon-like AI program, I led the creation of WebSweep: a Next.js SaaS platform designed to streamline lead generation for web developers. As Project Lead, I architected a tool that eliminates the manual bottleneck of prospecting by instantly analyzing target websites across four key metrics: Performance, SEO, W3C compliance, and AI-readability (GEO). The jury evaluated our project to be second out of all groups
Technologies
Together.ai
Vercel
Next.js
Python
Javascript
SQL
API
Skills
Leadership
Data pre-processing
Data cleaning
GEO
SEO
Won
2nd
place
Responsibilities
FSD Studio is a webdevelopment agency I started with my partner Fanni Veh in February 2025. The goal was to use the skills we had learned during our studies and get some practical experience. Through FSD Studio, we learned to manage clients and understand their needs, plan and build projects with deadlines, and ultimatly create useful products for our clients.
Technologies
Next.js
Typescript
Laravel
Javascript
Skills
Design
Marketing
Communication
Responsibilities
Led a team of fellow students in developing EduQuest, an innovative web-based platform that streamlines project management and collaboration between students, coaches, clients, and administrators. By mapping out intricate data models, defining multi-role workflows, and building intuitive Figma prototypes, our team created a comprehensive architectural framework. Out of all groups in our university course, our design and systems analysis were selected to be officially developed and implemented for real-world academic use.
Technologies
Laravel
ERD
Tailwind
SQL
API
Skills
Leadership
Presenting
Communication
LET'S CONNECT
Reach out and let's talk!
Quick Message
sen.vanmassenhove@gmail.com
+32 492 10 12 76
Sint-reinhildisstraat 24, Mortsel, Belgium