Projects
Work I am passionate about and proud of, from professional to personal projects.
Filters11 of 11
- 01
Search
Architecture and rollout of a hybrid search that combines semantic retrieval on embeddings with lexical search, for three of Switzerland’s leading e-commerce platforms.
- 02
Automation
AI agents that turn bare alerts into analysed, evidence-backed incident reports, trigger runbooks for specific incident types, and propose small fixes as pull requests.
- 03
Performance
Cut median search latency by 34% with caching, and reduced CPU by 31% on search and 71% on its category API.
- 04
Platform
A standardized setup for Go projects with telemetry and CI/CD built in, so a new service goes from local test to production in minutes.
- 05
Data
Designed and implemented FINMA reporting for Swiss collective investment schemes, consolidating disparate sources into one centralized schema.
- 06
Risk metrics migration
Zürcher KantonalbankProfessional2022
Migration
High-priority move of the risk metrics stack from legacy SAS to SAS DI: refactored the risk calculation logic and validated data integrity.
- 07
Homelab
Side projectPersonal2026
Platform / SRE
Designed and operate a self-hosted platform end to end: a single-node k3s cluster plus hardened host services, all declared in Git. Its Forgejo CI builds and deploys this site.
- 08
Tooling
A Python tool that turns ordinary photos into Polaroid-style prints: it styles them, lays them out on A4 and drives a Silhouette Cameo to cut them out.
- 09
Hardware
Nero WZ VJMS: a wireless macro pad for drawing in Procreate on iPad, with 8 RGB keys, two rotary encoders, an OLED and a 3D-printed case. Built and programmed in CircuitPython.
- 10
Research
A virtual reality journey through Vancouver: an English conversation trainer where learners talk to digital avatars, powered by speech-to-text, an LLM and text-to-speech.
- 11
From human to artificial neural networks
Project work, ZHAWAcademic
Research
Decoding EEG signals with convolutional neural networks for brain-computer interfaces, at the meeting point of neuroinformatics and deep learning.