codecraftedbydan/danshaw-dev
Personal site - portfolio, writing and projects.
Personal site - portfolio, writing and projects.
From-scratch PyTorch implementation of PPO for learning robot locomotion on MuJoCo continuous-control tasks.
Character-level GPT built from scratch in PyTorch, following Karpathy's Zero to Hero series. Includes a full architecture write-up covering attention, multi-head attention, and how this relates to production LLM training pipelines.
A REST API for Eagle Bank built with .NET 10, implementing user management, bank account operations, and transaction handling with JWT authentication.
This project checks the health of URLs concurrently and stores the results in a Cassandra database.
This project is a web scraper written in Go that fetches JSON data from multiple URLs concurrently and saves the data to Cassandra.
An agentic system that monitors, retrieves, and synthesises publicly available public-safety intelligence across the US and UK — delivering structured, queryable intelligence briefings on demand.
EfficientNet-B2 image classifier fine-tuned on Food-101 (101 classes, 101k images) with two-stage transfer learning and Grad-CAM interpretability visualisations. Built from scratch in PyTorch.
PyTorch fine-tuning pipeline for intent classification using DistilBERT + BANKING77