Projects

Build log

Featured and supporting work — local AI, on-device inference, research tooling, and experiments. Source lives on GitHub.

Lemonade Interviewer
TypeScript

Open-source local-first multi-modal mock interview agent (TypeScript/React): Whisper ASR, local LLM, on-device speech-out, dynamic personas, multi-phase feedback.

local-ai agents lemonade
Lemonade SDK
Python

Open-source local AI platform for running LLMs, image generation, and speech on your own GPU/NPU.

local-ai gpu npu open-source
Universal Conditional Logic
Python

Research + code: specification approach with 29.8% token reduction (arXiv:2601.00880).

research prompts tokens
LOOM
Python

Multi-agent pipeline orchestration — reliability and workflows under real constraints.

agents orchestration
BMAD-METHOD
JavaScript

Open-source contributor: standardized agent templates (roles, config, multi-agent workflows). Project later grew past 51k stars.

open-source agents
AMD XDNA NPU AI
Python

Experiments and tooling for AI on AMD XDNA NPUs.

npu amd edge
Apple Neural Engine Kit
Swift

WIP toolkit for LLM optimization on Apple Neural Engine / Core ML paths.

ane coreml on-device
AI Tutor
Python

WIP real-time AI math tutor.

education ai

More on GitHub

See the full list at github.com/antmikinka.