Projects
Research, development, and open-source work
Optimizing I/O Performance of Scalable ML Workflows in HPC Systems
M.Sc. thesis investigating data-loading bottlenecks in large-scale deep learning workflows. Benchmarked NVIDIA DALI, TFRecords, and WebDataset across PyTorch and TensorFlow on SLURM-managed HPC clusters, producing reproducible I/O performance analyses.
TensorRigs.com
AI Hardware and ML GPU resource site for deep learning practitioners. Expert guides for GPU comparisons (NVIDIA RTX, A100, H100), deep learning system selection, and PyTorch/TensorFlow hardware optimisation. Built with Astro, deployed on Netlify with Cloudflare.
TensorDocs — HPC and ML Technical Documentation
Comprehensive documentation site built with the Starlight framework covering HPC workflows, NVIDIA DALI tutorials, GPU acceleration best practices, and deep learning optimisation techniques.
Starlight Documentation: Large-Scale ML in HPC
Additional documentation from thesis work covering software environment setup, dependency management, and common challenges in HPC deep learning workloads.
Sentiment Analysis on Course Feedback
NLP project applying sentiment analysis to student feedback from a university seminar. Covers text preprocessing, model evaluation, and review of relevant scientific papers.
University Research Group Lab Website
Research group website for the AI and Swarm Intelligence Lab at Göttingen University, supporting work in Swarm Intelligence, Wireless Sensor Networks, and Artificial Intelligence.
ZombieSim — Parallel HPC Infection Simulator
Multithreaded C++ infection simulator built for the GWDG HPC Practical Course. Combines a configurable simulation engine with visualisation, demonstrating OpenMP parallelisation on HPC cluster infrastructure.
Self-Hosted GDPR-Compliant Infrastructure Stack
Production self-hosted stack on a Hetzner VPS managed via Coolify, replacing commercial SaaS tools with open-source alternatives: n8n, Plausible Analytics, Twenty CRM, Listmonk, NocoDB, Vaultwarden, and more. All GDPR-compliant, zero third-party data sharing.
Self-Hosted Infrastructure
GDPR-compliant open-source stack running on a Hetzner VPS, managed via Coolify
n8n
Replaces Zapier, Make
Workflow automation and AI pipeline orchestration.
Plausible Analytics
Replaces Google Analytics
Privacy-first, cookieless web analytics. No consent banner needed.
Twenty CRM
Replaces Salesforce, HubSpot
Open-source CRM for managing contacts and client relationships.
Listmonk
Replaces Mailchimp, ConvertKit
Self-hosted email newsletter and mailing list manager.
NocoDB
Replaces Airtable
No-code database UI on top of existing databases.
Uptime Kuma
Replaces Pingdom, UptimeRobot
Self-hosted uptime and status monitoring for all services.
Vaultwarden
Replaces LastPass, 1Password
Self-hosted Bitwarden-compatible password manager.
Rybbit
Session replay and product analytics
Open-source session recording and user behaviour analytics.