SunnyShah (@cppSunny) header
SunnyShah (@cppSunny) profile picture

ML, Functional Programming, Fintech. Computer and brain Hacker. SVP of Eng @ IndMoney

Joined April 2010
Photo by SunnyShah (@cppSunny)Photo by SunnyShah (@cppSunny)Photo by SunnyShah (@cppSunny)Photo by SunnyShah (@cppSunny)Photo by SunnyShah (@cppSunny)
We just shipped a bunch of updates to the Sarvam models and APIs in Aug + Sep!! 1. Realtime STT API - New endpoint: `GET /speech-to-text-realtime/ws` powered by `saaras:v3-realtime`. True partial transcripts as the user speaks (not just final per utterance like the old streaming WS). Live mid-stream reconfiguration via `config.update`, so you can switch language or mode without reconnecting. Millisecond-based VAD tuning with 3 params instead of 10+ frame-count params. - `saaras:v4-realtime` is also GA on the same endpoint. Same params, just pass the model name. Usecase: building a voice agent that needs to barge in while the user is still talking, or a live captioning app where you need to show text on screen before the user finishes their sentence. For more details: docs.sarvam.ai/api/api-guide…
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Proud to be building Sarvam with one of the very few deep tech architects of modern India - @vivekrag
We’re proud to share that @vivekrag has been named in TIME100 AI 2026, @TIME magazine’s list of the world’s 100 most influential leaders in AI. This recognition reflects his work over the decades building the rails that make technology more useful and accessible to people. time.com/collection/time100-…
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SunnyShah retweeted
Jensen Huang spotlighted Sarvam during his keynote at NVIDIA GTC.
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Our 30B and 105B models are now live on HuggingFace. For us at Sarvam (and for us as a nation), this is a meaningful moment. We're now among the handful of companies/countries publishing large foundation models, and that's not a small thing. This is the first in what will be a series of releases as we keep pushing the frontier. None of this happens without the models team. They put in a genuinely extraordinary amount of work to get here, and I'm really proud of them. Go explore the models and share your feedback. It matters.
📢 Open-sourcing the Sarvam 30B and 105B models! Trained from scratch with all data, model research and inference optimisation done in-house, these models punch above their weight in most global benchmarks plus excel in Indian languages. Get the weights at Hugging Face and AIKosh. Thanks to the good folks at SGLang for day 0 support, vLLM support coming soon. Links, benchmark scores, examples, and more in our blog - sarvam.ai/blogs/sarvam-30b-1…
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SunnyShah retweeted
📢 Open-sourcing the Sarvam 30B and 105B models! Trained from scratch with all data, model research and inference optimisation done in-house, these models punch above their weight in most global benchmarks plus excel in Indian languages. Get the weights at Hugging Face and AIKosh. Thanks to the good folks at SGLang for day 0 support, vLLM support coming soon. Links, benchmark scores, examples, and more in our blog - sarvam.ai/blogs/sarvam-30b-1…
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SunnyShah retweeted
With the help of @huggingface we (/w @RisingSayak) are building a ML Club India 🇮🇳 What we want to do: 1. Online talks 2. IST compatible timing 2. Open to all More to come in this week! Watch this space. 🤗 Special thanks to @LysandreJik who motivated me to keep working on this. 🔥
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SunnyShah retweeted
India’s Sarvam launches the Indus AI chat app As OpenAI, Anthropic and Google battle for India’s 100M+ weekly AI users, New Delhi’s push for domestic AI infrastructure is gaining momentum
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India’s frontier AI future is taking shape, with @SarvamAI breaking new ground. Indus, their new chat interface powered by Sarvam 105B, is now live. Led by @pratykumar and @vivekrag, the team is proving that sovereign AI can be built with India, not just for it. Proud to be part of their journey as they continue raising the bar. See it in action 👇 @MohapatraHemant @ShashBharadwaj @abhabhakoo @mansichugh
Drop 14a/14: Over the past few days, we’ve been putting our models, products, and research out there. The positive feedback has helped more people agree with our long held belief that #IndiaCan be a builder in this space. Today, we are rolling out Indus - a chat interface to experience Sarvam 105B. Here is what all you can do:
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Just spent few mins with @SarvamAI ’s new Indus chat (105B model) on my phone. Asked it in Bengali: ‘আজ শনিবার দুপুর থেকে সন্ধ্যা সাউথ কলকাতায় ২ জনের জন্য একটা রিল্যাক্সড প্ল্যান করো। বাজেট ১৫০০ টাকার মধ্যে, ভালো বাংলা খাবার + চিল ভাইবস।’ Gave a perfect South Kolkata plan: Usha, Dawn of Bengali Cuisine, walk at Sienna Store & Cafe, The Corner Courtyard, Rabindra Sarobar, authentic fish thali. Who else is trying Indus today? Drop your Bengali prompt results.
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SunnyShah retweeted
Tested Sarvam AI conversational Agent and its just amazing. #sarvamai #Sarvam
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My brother @VPhilkana just asked a tricky GRE quant question which he couldn’t solve, on Indus. It gave the perfect answer with step wise solution, just the way CBSE curriculum taught us math. 🙌🏼 Download Indus by Sarvam on app store/play store to try it out!
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Tried the Indus App by @SarvamAI today — impressive experience. The LLM responses were sharp, context-aware, and thoughtfully structured, and the product design feels intuitive and user-friendly. What excites me more is what it represents: a step toward India’s #SovereignAI — models built, trained, and aligned within India, on Indian languages, datasets, and governance frameworks. As digital public infrastructure transformed payments and identity, sovereign AI could power secure, culturally rooted, multilingual intelligence at scale — from governance to MSMEs to education. If tools like Indus are any indication, India isn’t just adopting AI — we’re building it. @pratykumar
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SunnyShah retweeted
Sarvam AI provides the momentum needed to compete globally while building for Indian diversity. It advances India’s full-stack AI journey from foundational models to real-world deployments. The 105B and 30B parameter model launches signal growing depth in India’s AI ecosystem. Wish the team continued success. @pratykumar @vivekrag @aalekhsharan @sarvamai
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Absolute honour to be working @NITIAayog on making public sector data accessible with sovereign AI. Thank you @BVRSubramanyam @annaroy9 @debjani_ghosh_
NITI Aayog congratulates the IndiaAI Mission on the successful #AIImpact Summit and commends Sarvam AI for developing India’s first 100B+ sovereign foundational model. This milestone strengthens India’s position on the global AI map and advances the vision of #ViksitBharat. In December 2024, NITI Aayog signed a Statement of Intent with Sarvam AI to develop an LLM-based platform leveraging government datasets, including #NDAP, to support evidence-based policymaking. #PMOIndia #NITIAayog #IndiaAI #ViksitBharat #DigitalIndia #NITIforIndia @PMOIndia @narendramodi @Rao_InderjitS @AshwiniVaishnaw @MIB_India @PIB_India @DDNewslive @sumanbery @SecretaryMEITY @abhish18 @pratykumar @vivekrag @GoI_MeitY
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Everyone, please download Indus by Sarvam. India's own AI, which I'm using, has a pretty cool interface with smooth responses.
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SunnyShah retweeted
Indus by Sarvam has the best UI/UX of any LLM chat app
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Asked Indus its Top 5 favourite philosophers and all of those are Indians. Truly built in India!
Drop 14a/14: Over the past few days, we’ve been putting our models, products, and research out there. The positive feedback has helped more people agree with our long held belief that #IndiaCan be a builder in this space. Today, we are rolling out Indus - a chat interface to experience Sarvam 105B. Here is what all you can do:
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Just tried Indus by Sarvam AI—wow, the chat interface feels so much smoother, faster, and natural than the big foreign ones. Zero lag, super intuitive, and it gets my Hindi-English mix perfectly. Feels like India's own AI finally breathing freely. This is real sovereignty in action—built here, for us. Proud moment! 🇮🇳🤖 Try it here: Indus.Sarvam.AI
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Indus by Sarvam 🚀 GPUs are melting
Drop 14a/14: Over the past few days, we’ve been putting our models, products, and research out there. The positive feedback has helped more people agree with our long held belief that #IndiaCan be a builder in this space. Today, we are rolling out Indus - a chat interface to experience Sarvam 105B. Here is what all you can do:
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Drop 14a/14: Over the past few days, we’ve been putting our models, products, and research out there. The positive feedback has helped more people agree with our long held belief that #IndiaCan be a builder in this space. Today, we are rolling out Indus - a chat interface to experience Sarvam 105B. Here is what all you can do:
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