A collection of backend development exercises and a practical REST API project built with Python, FastAPI, Pydantic, and uv as part of my AI Engineering Learning Roadmap. This repository documents my ...

One morning isn't a benchmark, but it was enough to change my default.

Open Test Patterns generates exact SMPTE bars, HDR luminance steps and reference frames for color-pipeline QC, with ...

Scale Databricks Apps from design to production: set latency targets, keep state recoverable, load test, and size instances, ...

CI/CD GitHub Actions, Docker CI on every push; deployment only after CI passes on main. Japanese text without a tokenizer. Japanese has no spaces between words. Instead of adding a morphological ...

India’s national language institute has put speech AI for the country’s 22 scheduled languages into open hands. The Central Institute of Indian Languages (CIIL) launched Anuvani, an open-source speech ...

The value of Hermethea Pips FDE lies not in having AI provide answers, but in identifying 'discrepancies' so that humans can make better decisions.Is what was heard beforehand the same as the reality ...

IntroductionI built a prototype that runs Japanese speech recognition entirely on internal servers without using any external APIs. Honestly, I thought that open models would struggle with Japanese, ...

How a fake Google Update Support extension installs its components and runs the editor's own Electron binary as a Node ...

You built a Spanish-language game prototype that connects Groq speech-to-text, GPT-OSS 120B dialogue, and Azure AI Speech through a FastAPI backend. The work taught you to structure prompts with ...

The National Vehicle and Fuel Emissions Laboratory is the U.S. EPA’s primary facility for testing vehicle emissions and developing emission standards. We test and analyze vehicles, engines and fuels ...

A data-backed breakdown of the skills, credentials, and capabilities that hiring managers are screening for in senior roles right now.