JasperMeijerink
ships AI people can point to.
Second-year BSc AI (Honours) at VU Amsterdam, AI & data science at Siemens. Computer vision, LLM pipelines and full-stack tools in real hands, from a teacher-facing extension used across VU to a Canvas backup tool with 4,000+ users.
- Tool users
- 4,000+
- Faculty taught
- 300+
- Now
- Siemens · VU · AISO
- Status
- Open to opportunities
01 - Currently
What I do
I'm a second-year BSc AI (Honours) student at VU Amsterdam, doing AI and data science at Siemens. I work on computer vision, LLM pipelines, and full-stack tools that end up in real hands: a Chrome extension used by teachers across VU, an open-source Canvas backup tool with 4,000+ users, and an agentic reporting system for a sustainability consultancy.
On the side I've taught AI workshops to 300+ university faculty and staff, and I compete in hackathons: finalist at the Prosus × AISO agent hackathon, and a multimodal banking agent built in 24 hours at bunq Hackathon 7.0. If you're building something with applied ML, I'd like to hear about it.
- Siemens NLData science & AI
- VU Teaching & LearningAI in education
- AISOAI engineer, platform
- VU AmsterdamHonours committee
02 - Selected work
Case files
VU Education Lab AI Assistant
turns any webpage into teaching material
Chrome extension that turns webpages and PDFs into summaries, quizzes and teaching ideas. Built solo from idea to production, now rolling out to educators across VU Amsterdam.
Open case file- Deployment
- Chrome Web Store · v3.2.2
- Rollout
- Educators across VU Amsterdam
- Backend
- Azure · OAuth · SSE streaming
JavaScript · Chrome Extension · Node.js · Express · Azure
VU AI Student Hub
the study platform my degree was missing
Community study platform covering all 35 courses of the BSc AI at VU Amsterdam. 515+ quiz questions, grade calculators, practice problems and an AI course assistant.
Open case file- Coverage
- All 35 courses of the programme
- Content
- 515+ quiz Qs · 176 problems · 169 resources
- Traction
- 875 visitors, 3,450+ views in 2 weeks
React 19 · Next.js 16 · TypeScript · Tailwind CSS 4 · OpenRouter
Canvas Course Downloader
your whole degree, one ZIP file
Open-source Chrome extension that backs up entire Canvas LMS courses into organized folders. 4,000+ users and outside contributors submitting features.
Open case file- Users
- 4,000+ and growing
- Contributors
- Active, unsolicited PRs
- Auth
- Session cookies, zero setup
JavaScript · Chrome APIs · Manifest V3 · JSZip
Kamernet Monitor
beating the Amsterdam housing market to the ping
Live monitoring service for Amsterdam rental listings. Scrapes Kamernet in real time, pushes rich Discord alerts, and runs as a hosted web app.
Open case file- Deployment
- Self-hosted, kamernet.jaspnerd.dev
- Alerts
- Rich Discord embeds
- State
- Persistent, no duplicate pings
Python · BeautifulSoup4 · Discord webhooks · Docker
Mario RL
two algorithms walk into level 1-1
Research project comparing A3C and PPO reinforcement learning agents on Super Mario Bros, with multi-seed experiment runs and automated comparison plots.
Open case file- Algorithms
- A3C vs PPO, shared CNN
- Environment
- Super Mario Bros 1-1
- Method
- Multi-seed runs, fixed preprocessing
Python · PyTorch · OpenAI Gym · gym-super-mario-bros · matplotlib
03 - Track record
Experience
Mar 2026 - present
Data Science & AI - Working Student
Siemens Nederland N.V. · The Hague
- Building a computer vision pipeline for P&ID engineering diagrams: vector-based symbol detection with a custom graph clustering algorithm and VLM few-shot classification, deployed as an internal web tool.
- Own the ETL pipeline for inventory reporting; resolved silent data-loss defects and expanded reporting coverage.
Apr 2026 - present
AI Engineer - Platform & Automations
AISO · Amsterdam
- Building AISO's AI-native stack, including a RAG chatbot over Notion databases via MCP.
Apr - Jun 2026
AI Engineer
Ecochain (B Corp) · Amsterdam
- Shipped an agentic document-automation pipeline for sustainability reporting: LLM extraction with per-field source citations, deployed fully local for compliance, designed to cut reporting time 50%.
Mar 2025 - present
Student Assistant - AI in Education
VU Centre for Teaching & Learning · Amsterdam
- Led 15+ GenAI projects from idea to production.
- Shipped a Chrome extension with an Azure backend (Google OAuth, SSE streaming, rate limiting), live on the Chrome Web Store and rolling out to educators across the university.
- Built an LLM pipeline that automates qualitative coding of student reflections on fully local inference: days of manual analysis down to ~9 minutes.
- Taught AI workshops to 300+ faculty and staff across three faculties.
Dec 2025 - present
Honours Evaluation Committee
Vrije Universiteit Amsterdam · Amsterdam
- Evaluating interdepartmental Honours course quality and advising on programme improvements alongside fellow students and faculty.
Education
2024 - 2027 (exp.)
BSc Artificial Intelligence (Honours)
Vrije Universiteit Amsterdam - Intelligent Systems track
Honours programme, Intelligent Systems track. Finalist at the Prosus × AISO agent hackathon; built a multimodal banking agent at bunq Hackathon 7.0.
04 - Toolbox
Skills & certs
Languages
- Python
- TypeScript
- JavaScript
- SQL
- R
AI / ML
- PyTorch
- Computer vision
- HuggingFace Transformers
- Fine-tuning
- RAG & MCP
- Reinforcement learning
- LLM pipelines
Web & cloud
- React
- Next.js
- Astro
- Node.js
- Flask
- Azure
- Docker
- Chrome extensions
Data & business
- Power BI
- Power Automate
- ETL pipelines
- Dashboards
- Stakeholder workshops
Certifications
- AI Fluency: Framework & FoundationsAnthropic · 2025
- Azure Fundamentals (AZ-900)Microsoft · 2025
- Agentic AI with Azure AI FoundryMicrosoft · 2025