Projects
Selected projects across AI engineering, machine learning, data science, and software systems.
08 projects
Client work is unnamed by agreement
01
AI agents · Automation · Integrations
Built a 135-node ordering and customer-service agent for WhatsApp. It routes user intent, retrieves live WooCommerce information, and requires human approval before any customer-facing reply.
02
Distributed ML · Streaming data
Real-time sentiment analysis for Amazon food reviews using Kafka streams, Spark MLlib, MongoDB and Flask. Team of four; I built the streaming pipeline.
03
AI agents · Research automation
An AI research agent that combines Dutch company-register data and web signals to generate a sales intelligence briefing, delivered as a one-page PDF.
04
Machine learning · Forecasting · Full stack
Analyses a restaurant's historical orders and uses an LSTM model to forecast upcoming demand, then translates the forecast into purchasing recommendations.
05
Computer vision · Deep learning
Upload a video and get a verdict with its reasoning attached. It samples sixteen usable frames, scores each with a fine-tuned EfficientNet-B0, and shows the numbers.
06
Enterprise AI · RAG
Microsoft Teams assistant answering staff HR questions in Dutch, with a source citation on every answer and IT-ticket creation without leaving the chat.
07
LLM automation · Human in the loop
Drafts a response to each new Google review and sends it to the business owner through WhatsApp for approval before anything is published.
08
Multi-agent systems
A query goes to a society of agents, not a search box: a broker routes it, an ontology agent widens it, two resource agents answer from Wikipedia and the web.
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