SOMIL JAIN

SOMIL JAIN

Voice AI | LLMs
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About

I'm an ML Engineer building scalable, production-grade systems at the intersection of language, vision, and voice. Over the past few years, I've designed and shipped multimodal RAG pipelines, document intelligence systems, and speech/language diarization models  taking research-grade ideas and hardening them into systems that survive real-world load, not just clean benchmarks.

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2d ago

For anyone building conversational voice What’s been your biggest bottleneck?

AI inference isn t one product category.

Text LLM serving is a banquet kitchen:
you know the menu early, can batch requests, chunk prefill, and reuse common context through KV caches.

Streaming voice is a roadside dosa stall.

The user changes their order mid-sentence. VAD is separating speech from traffic. STT is revising words live. TTS needs to start speaking in ~50ms or the conversation feels broken.

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2d ago

Which tech hubs do you think have improved recently? [countries/cities]

We always hear about Silicon Valley, San Francisco and others.

But lately it seems like there are more emerging...

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