Lead AI Researcher
Computer vision, VLM and LLM research. Building the Manako AI engine.
My work covers computer vision, model training, inference runtimes and low-level software. This site has my project write-ups and study notes.
Computer vision, VLM and LLM research. Building the Manako AI engine.
Vision systems for weld inspection and autonomous vehicle handling.
Deep-search and OSINT agents, knowledge graphs and data collection.
Rust and TypeScript analytics infrastructure, data clients and performance work.
Django and JavaScript systems, data pipelines and internal tooling.
Longer pieces on computer vision, machine learning and systems programming.
Vehicle extraction and classification with YOLOS, XResNet, FastAPI and a custom inference pipeline.
Gaussian processes and Bayesian optimization applied to hyperparameter search.
An LSTM experiment on hourly Bitcoin prices, including data exploration and model evaluation.
C preprocessing, compilation, assembly and linking.
I'm a lead AI researcher. I work on ML systems, computer vision, runtimes and developer tools.
I keep project write-ups and study notes here. Some are complete; some are not.