Speech & ML
Fine-tuned ASR and model training for speech tasks.
- Whisper · PEFT · PyTorch
- Transformers · Hugging Face
- Modal · Evaluation pipelines
I build production speech systems and real-time voice agents. I like software that behaves the same way twice.
Voice AI · ML engineerScroll

My work is mostly speech: fine-tuning ASR models and building agents for live calls. At Nutun, those agents handle debt collection and customer service.
Fine-tuned ASR and model training for speech tasks.
Real-time voice agents and telephony integrations.
LangGraph workflows and retrieval for voice apps.