A list of coding challenge solutions

X-RAG — Distributed Search & Indexing for Retrieval-Augmented Generation

A random collection of CLI tools that I found fun, useful, or both.

Crawls Andrew Ng's "The Batch" newsletter and generates 6-month transcript bundles optimized for TTS playback

Templates for working with AI

Curated guides for tech careers: interview prep, brag docs, CV templates, example conversations, and roadmaps.

Setting up a new Mac for development

Transcribe batches of audio files using a local installation of Whisper MLX optimized for Apple Silicon - a high-performance, lightweight implementation of OpenAI's Whisper automatic speech recogni…

My DIY version of learn-x-in-y-minutes tutorials

Github Landing Page

Automated GitHub repository crawler to generate LLM context data. It generates comprehensive gists using gitingest.com. Clones repos, tracks changes, and regenerates gists only when updates are det…

This is a lightweight task management tool based on the signal-to-noise productivity principle, embraced by Steve Jobs.

A simple demo of an AI agent with tool calling capability to search a document database to retrieve context to answer user questions.

An AI-powered interviewing agent built with FastAPI and the OpenAI API. In this project I demonstrate my understanding of an agentic architecture with tool-use orchestration without external framew…

Cracking AI Engineering Blog

Code and prompt examples to compare the output of a base LLM against the output of an instruction tuned LLM

A personal toolkit of AI prompts, papers, and coding resources for creative development with artificial intelligence.

Transcribe batches of audio files using a local, dockerized installation of whispercpp - a high performance lightweight implementation of OpenAI's Whisper automatic speech recognition (ASR) model i…

Getting to know ChromaDB hands on with Python

LaTeX Docker Compilation Environment

A Python based tool to incrementally find the latest publications on arXiv

Advent of Code 2023 solutions. created using the engineering approach taught by solveit.fast.ai

Automatically detect moving objects in fixed-view videos, generating bounding boxes and tracking their paths across frames.

Transcribe batches of audio files using a local, dockerized installation of OpenAI's whisper

A bunch of useful tools and scripts to manage my home lab.

Course Notes - LLM Fine-Tuning for Data Scientists and Software Engineers

Study resources, code, and personal notes studying the theory and application of Large Language Models