Suyesh Shankar

Sahamati Labs | Digital Public Infrastructure | Open Finance

Views, comments or endorsement are personal.

[Suyesh Shankar @suyesh]

@prakdadlani Tooling and supply chain bring economy of scale. We have neither right now. The 10 Rs lighter is a prime example.

[Sam Hogan 🇺🇸 @samhogan]

most of tooling around llms was built for a world that largely doesn’t exist anymore

RAG, GraphRAG, Multi Agent Orchestration, ReAct frameworks, prompt management/versioning tools, LLMOps tooling, eval tools, gateways, finetuning libs, etc

all obsoleted in in the last 3 months

[Roshan Rai @RoshanKrRaii]

This is the most iconic video of the day 👏

Newly elected Hungarian 🇭🇺 PM Péter Magyar visits the state broadcaster channel after more than 15 months and schools the anchor like a boss.

“ You boycotted me, abused me , even dragged my children to defame me, you stopped inviting me, the leader of the largest opposition party, it is good to be back here”

Anchor immediately started apologising and pleading.

Pèter responded by saying “ It is okay, I have no personal resentment, it is the system that we need to fix”

What a comeback, What a story, What a man.

[Suyesh Shankar @suyesh]

@beastoftraal AI definitely amplifies garbage. It's always the people not the machines.

[Time Capsule Tales @timecaptales]

That time MythBusters used paintball guns to explain the difference between a CPU & a GPU

[Suyesh Shankar @suyesh]

@iimcomic The gateway is responsible for this. This can stopped if they simply blacklist such names. @paytm

[Suyesh Shankar @suyesh]

https://t.co/POCb4ZJkFY

We built handsfree restaurant ground up with the following tenets

- Make it incredibly easy to order direct for your restaurant increasing your profits
- Menu management should be as easy as posting on Insta

- Fully customisable web site with ordering and delivery

- POS with Kitchen Display System

- Apps for kitchen staff for paper less KOTs / BOTs

- Scan QR for table order

- group ordering and bill split

Full conversational agent for a unique handsfree order experience.

Demo is beta version and work in progress

[Suyesh Shankar @suyesh]

@Hiteshdotcom @GeminiApp This is the way.

[Suyesh Shankar @suyesh]

@lepadphone Let's make the web beautiful!

[Suyesh Shankar @suyesh]

@ThomasEMcGee Creating something similar. Happy to collaborate in any way.

[Suyesh Shankar @suyesh]

@Dheemanthredy @mayaresearch_ai I believe multi modal LLM's like Gemini Live will eliminate this.

Much more efficient to put audio directly into the LLM, let and just stream back to the client.

Dialects and voice synthesis is going to be easy given how synthetic data can be generated.

[Suyesh Shankar @suyesh]

@the_motonomad Once brands start loosing focus on the basic thigs,they are in over their head.

[Suyesh Shankar @suyesh]

Foundations for tech inclusivity

[Abhishek Upperwal @upperwal]

Everyone asked how we’d build a multi-billion-parameter Indic model to rival OpenAI or Google —
“India doesn’t have enough data,” they said.

Well… 4 days ago, our team quietly dropped among the largest Indic pretraining corpora ever released. 🇮🇳

This isn’t just a dataset — it’s the foundation of India’s AI future.
We’re only getting started. ⚡

AIKosh: https://t.co/0DPq319gyr

📦 Indic Pretraining Corpus (Oct 2025)
• Languages: All Indic + English
• Scale: Multi-billion-token dataset
• License: Open Source
• Backed by: IndiaAI Mission, MeitY
• Built by: @iitgn × Soket AI Labs under Project EKΛ

Hosting on AIKosh wasn’t a footnote — it’s a statement of sovereignty.
We’re building a community-driven data commons for India’s AI ecosystem. 🇮🇳

We already have ~40 TiB of raw data, growing toward 1 PiB.
This is India’s data backbone — and the start of something much bigger.

To everyone building in the Indic AI space:
→ Open your datasets
→ Collaborate, don’t compete
→ Let’s build India’s open, multilingual AI stack together 🇮🇳

Next release?
Let’s just say… it beat the best. (Yes, OpenAI) 😉⚡

Huge shout-out to the @OfficialINDIAai team!

@mayank_iitgn @GoI_MeitY @AshwiniVaishnaw @abhish18

#IndiaAI #ProjectEKA #OpenSourceAI

[Suyesh Shankar @suyesh]

@SnazzyLabs Loved the cackled laughter in the end.

Wonderful product, can solve traffic and health problems in one go.

[Quinn Nelson @SnazzyLabs]

Rivian's micromobility startup, @RideAlso just launched their first product: an e-bike. But it's not really an e-bike. It's a vehicle—that feels like an electric car. I know that sounds weird. It is. Trust me.

Full video coming in the next few days.

[Sahamati @sahamati]

Fraud in India’s financial sector is rising sharply, from ₹12,230 crore to ₹36,014 crore in FY25.

AI-powered Account Aggregators are helping detect fraud and protect customer data.

Sahamati Labs is at the forefront of driving Open Finance innovation, enabling such AI-powered solutions across the ecosystem that could redefine how millions of Indians access safe, inclusive, and efficient financial services.

🔗 Read the full story: https://t.co/9OdNVVUVR3

@bgmahesh | @KiranGopinath | @BizamaGabriel | @sheetalmahesh | @suyesh

[Suyesh Shankar @suyesh]

Decentralisation of AI is the right step forward.

[HealthRanger @HealthRanger]

BREAKTHROUGH: I'm about to announce something in the next 24 hours that changes everything for alt media. It's a free, downloadable AI engine that you can use offline (no internet needed), completely free of charge, that's trained on nearly a billion pages of content on alternative media, natural health, etc., and that can almost instantly write articles, expand ideas, summarize science papers, translate languages and more, and it's NOT infiltrated by Big Pharma or deep state narratives. This engine changes everything. Free download link coming in 24 hours or less. We spent about $2 million building it and we're giving it away to everyone for free. Thank you for your support. We couldn't have done it without you!

[Suyesh Shankar @suyesh]

No kidding! Opens up the market for privacy first agents.

[Adrien Grondin @adrgrondin]

Apple wasn’t kidding, the iPhone 17 Pro is really built for running LLMs

Here’s LFM2 8B A1B by @liquidai running on-device with MLX in @LocallyAIApp, the iPhone runs the 8B model with zero struggle

Thanks @Prince_Canuma for the port to MLX, it made the MLX Swift port possible

[Sahamati @sahamati]

“Aadhaar, UPI, Account Aggregator, DigiLocker, four pillars that have decisively changed the contours of public finance in India.”

When the Hon’ble Finance Minister, @nsitharaman, acknowledges the Account Aggregator framework as part of India’s DPI success, it’s a moment of pride for every participant in this ecosystem.

The AA framework continues to transform access to financial data - empowering citizens to share their information securely and unlock better opportunities.

#DigitalIndia #AccountAggregator #FinancialEmpowerment #DPIs #GFF2025 #Sahamati

@nsitharaman | @nsitharamanoffc | @FinMinIndia

[Suyesh Shankar @suyesh]

@EastlondonDev bun tauri dev my goto stack for desktop and mobile apps with CF workers, Party Kit with DO + +

[Nicholas Fabiano, MD @NTFabiano]

Fast walkers tend to have higher IQ & larger brains than slow walkers.