I'm Mahshid, a Machine Learning Engineer who likes building AI systems that are useful, thoughtful, and a little bit creative. My work lives around LLMs, agentic AI, evaluation, foundation models, and generative AI, with a soft spot for music and audio.
signal chain
research idea -> clean pipeline -> evaluated system -> real-world use
TRACK 01 LLM applications with production instincts
TRACK 02 Agentic AI evaluation, reliability, and governance
TRACK 03 Foundation models, experiments, and clean ML pipelines
TRACK 04 Generative audio, music style transfer, and creative AI
| Channel | Signal |
|---|---|
| Main mix | LLM apps, RAG, evaluation workflows, production ML |
| Deep bass | reliability, observability, explainability |
| Synth layer | foundation models, experiments, reusable infrastructure |
| Hidden track | generative audio, music style translation |