Ian Tincknell

Notes

Occasional notes on projects, software, math, and my professional journey.

Dracula Lives!

Machine Learning AWS Lambda AWS Bedrock

Building a browser card game with a deterministic Python engine, a trained neural opponent, and AWS Lambda hosting.

An IPA-to-Speech Side Quest

Language Data Text-to-Speech Rust

Adding generated pronunciations to Reverse Wiktionary with a small IPA-to-meSpeak encoder.

Reverse Wiktionary

Semantic Search Language Data Embeddings Full-Stack

Building a multilingual reverse dictionary with Wiktionary data and semantic embeddings.

The Twisting Ribbon

Novelty Math Tools

A small geometry problem that connected multivariable calculus and linear algebra for me.