Engineering & Research Labs
Bridging the gap between theoretical models and production systems.
Explore my experimental labs, open-source contributions, and engineering work.
Personal Project
ArtLab - Personal HomeLab
A professional-grade homelab for self-hosting, MLOps, and network security.
ArtSite - Personal Research Hub
A modern portfolio and experimental lab built on the Nuxt ecosystem and deployed to Cloudflare Workers.
Academic Project
ArtStudies - Academic Projects Collection
A collection of academic projects in mathematics and data science from my university studies.
n8n Automations
Automating GenAI workflows with n8n and Ollama in a self-hosted environment.
Reinforcement Learning for Tennis Strategy Optimization
Reinforcement learning algorithms applied to Atari tennis matches for strategy optimization and competitive benchmarking.
Implied Volatility Surface Modeling
Predicting the SPX volatility surface using GLMs and black-box models on 1.2 million observations.
Data Visualisation Project
An interactive data visualization project using R and R Shiny.
Breast Cancer Detection
A project comparing supervised classification models to predict breast cancer presence using machine learning.
Generalized Linear Models for Bikes Prediction
A project applying Generalized Linear Models to predict bike rentals based on environmental and temporal features.
Machine Learning for Loan Prediction
A project applying machine learning to predict loan approvals and assess default risk.
Monte Carlo Methods Project
A project implementing various Monte Carlo methods and algorithms in R.
Schelling Segregation Model
A project implementing the Schelling Segregation Model in Python.
Hackathon
Natixis Hackathon: Generative SQL Analytics
A team-based project building an NL-to-SQL agent with Nuxt, Ollama, and Vercel AI SDK.
CND Hackathon: Defense-Grade Log Intelligence
Cybersecurity threat detection within a high-security military environment.