I specialize in building end-to-end solutions, by combining modern AI with full-stack web development. My expertise spans the entire pipeline: from data engineering and model training on distributed systems to production deployment and hosting.
• PyTorch
• Reinforcement Learning
• Ray/RLlib
• LangChain
• HuggingFace
• FastML
• React & Next.js
• TypeScript & JS
• Tailwind CSS
• Node.js
• DeckGL
• Postgres & MySQL
• ELT Pipelines
• Neon & Supabase
• Data Warehousing
• Cluster Management
• Docker
• DevOps & MLOps
• Vercel Deployment
Whether it is teaching an AI to dominate video games, data analytics, web development or processing massive datasets, I bring ML innovations to life through practical applications, as some of my projects will show you in the next section (:
Projects
Projects that made the cut - this includes EU funded research projects, paid freelance work and personal passion projects. This excludes code i wrote in the industry: Mainly for Salesforce, DotSource and Vogler Engineering.
DIGICHer
Visualizes 70 years of research & over €23 billion in funding
2025Research
A scientometric visualization platform analyzing ~35k institutions,
and ~20k research projects in cultural heritage. This tool helps pol...
ReactNext.jsDeckGLPostgreSQLNeonVercel
ELT Pipeline
Analyzed ~500k publications & OCR'ed ~50k PDFs
2024Research
Apache Airflow orchestrated pipeline that extracts data from multiple sources,
sanitizes, deduplicates, and unifies them into a coherent...
PythonApache AirflowSQLAlchemyPostgreSQL
Vykee Integration
2 days turnaround
2024Freelance
Integrated the paddle payment system API into vykee in a 2 day sprint,
with no prior exposure to the codebase. The timing was critical,
...
TypescriptNext.jsClerkPaddle API
AIBattleSim
3D Reinforcement Learning
2023Personal
Personal passion project and master thesis: Built a small unity 3D FPS environment
and teached an AI vision agent to aim (better than me...
PyTorchC#UnityRay/RLlib
Sous Chef
44 installs
2023Freelance
VSCode extension that provides LLM-powered coding assistance with direct in-editor
code generation and modification capabilities. Featur...
TypeScriptVSCode APIOpenAI API
EdLey
2023Freelance
An educational platform for teaching Python, SQL, data science and more.
I help design the courses, issue certificates and assist student...
PythonSQLData ScienceCPPJava
Java SST Compiler
Simple yet fully functional compiler
2022Personal
A compiler for the SST programming language (a Java subset).
As part of a university course, I implemented the lexer, parser, and code g...
Compiler DesignJavaAlgorithmsData Structures
Flappy Bird AI
30,000+ YouTube views
2019Personal
Developed an unbeatable AI agent for a custom Flappy Bird implementation using reinforcement learning.
