01 code & services
public code, and what i build for clients — available for select freelance projects.
02 what i take on
STT/TTS fine-tuning, voice agents, and telephony integrations — including low-resource languages like Hindi/Hinglish.
Retrieval pipelines, model fine-tuning, and eval harnesses that gate deploys — grounded answers, measured quality.
Zero-to-one builds: idea to launched product in weeks, on infrastructure that scales past the demo.
Outreach engines, multi-platform bots, and n8n workflows — the unglamorous systems that quietly compound.
03 public code
this shelf is young — most of my production work lives in private repos at plivo and trikl. ask me about it.
04 work with me
panwarshalu06freelance: voice ai · rag/llm systems · ai mvps — i usually reply within a day.