Akash Doifode

Senior Product Manager AI & ML at Draup

[Akash Doifode @AkashDoifode13]

Reading text is cheap. Writing text is a GPU nightmare. 🖥️⚡️ I just published a piece on Medium explaining the physics of why LLM output tokens cost 5x more than inputs and how to use this to cut your API bills. 👇

https://t.co/yABpJJTjQf

[Akash Doifode @AkashDoifode13]

"Build an AI agent" is the new mandate for PMs. But how do they actually work under the hood? 🤔

I wrote a visual guide to agent architecture for product people: ReAct, Chain-of-Thought, Tool Use, and the 6 predictable ways they fail in production.

https://t.co/NUOXE5LSg8

[Akash Doifode @AkashDoifode13]

The analytics workflow is broken.

5 tabs. 1 CSV export. 1 spreadsheet. 20 mins. And the meeting is already over.

Google Analytics MCP fixes this. Here's how it works

https://t.co/WvAEM6GvZx

[Akash Doifode @AkashDoifode13]

I wrote a full guide to help PMs better understand this architectural shift and build their first AI "Skill" in just 15 minutes. 👇

#ProductManagement #AI #Claude #Productivity #TechLeadership #ProductStrategy

Read it here:https://t.co/4ERurx5xKz

[Akash Doifode @AkashDoifode13]

@sundarpichai MCP is like Android store now. Definitely yes to MCP.

[Akash Doifode @AkashDoifode13]

I just published Inside the LLM Product Stack: A Practical Guide for AI Product Managers https://t.co/wAnvjssvbJ

[Akash Doifode @AkashDoifode13]

Well played @lakshya_sen.

Beating World No.1 Shi Yu Qi isn’t just another win it’s a statement.

[Kiran Mazumdar-Shaw @kiranshaw]

Bengaluru must double down on improving infrastructure. Roads pavements n waste management. PRR & ORR must be world class. We simply don’t have the luxury of time.

[Akash Doifode @AkashDoifode13]

"How do we win this account?" 🤔

To answer that instantly, we are officially launching a Suite of Sales AI Agents in Draup! Get GTM-ready account plans, mapped decision-makers, and clear next steps in seconds not hours. 🎯📈 #SalesTech #ABM

[Akash Doifode @AkashDoifode13]

With launch of Google Gemini 3.1 pro, Antigravity and AI studio becomes even more powerful to use now. Excited to use it .

[Akash Doifode @AkashDoifode13]

Qwen3.5 just landed this native multimodal beast 397B MoE (only 17B active!!), crushes agentic tasks, vision+video understanding in 200+ languages, and tough competition to LLM leaders.

[Akash Doifode @AkashDoifode13]

Kudos to Team who created this video.

[Sarvam @SarvamAI]

The all-new Sarvam is here.
Designed for all of India.

https://t.co/O78H03Jcki

[Akash Doifode @AkashDoifode13]

Genuinely impressed with the new release from Sarvam AI.

If 105B already on par with DeepSeek 0324, expectations are seriously sky high now. Need to test on coding capabilities.

[Akash Doifode @AkashDoifode13]

Indeed much needed route which will help Bangalore, pune and Mumbai.

[M B Patil @MBPatil]

Mumbai–Pune–Bengaluru High-Speed Rail Corridor Must Be Implemented

The Mumbai–Pune–Bengaluru High-Speed Rail Corridor is a critical infrastructure project for Karnataka. By seamlessly connecting the nation’s financial and technology capitals, it has the potential to accelerate economic growth and mobility, while driving transformative development across North and Central Karnataka for our people.

In this context, I have written to the Hon’ble Prime Minister, Union Finance Minister, Union Railway Minister, and MoS for Railways, urging early approval and implementation of this strategically important project.

I also thank Shri Pralhad Joshi and Shri H.D. Kumaraswamy for responding to this demand and for meeting the Union Railway Minister to submit a formal representation.

This project must not remain confined to requests and discussions alone. It needs to move swiftly towards implementation

All MPs and Union Ministers from Karnataka must work collectively to ensure its implementation.

@JoshiPralhad @VSOMANNA_BJP @hd_kumaraswamy @AshwiniVaishnaw

[M B Patil @MBPatil]

Mumbai–Pune–Bengaluru High-Speed Rail Corridor Must Be Implemented

The Mumbai–Pune–Bengaluru High-Speed Rail Corridor is a critical infrastructure project for Karnataka. By seamlessly connecting the nation’s financial and technology capitals, it has the potential to accelerate economic growth and mobility, while driving transformative development across North and Central Karnataka for our people.

In this context, I have written to the Hon’ble Prime Minister, Union Finance Minister, Union Railway Minister, and MoS for Railways, urging early approval and implementation of this strategically important project.

I also thank Shri Pralhad Joshi and Shri H.D. Kumaraswamy for responding to this demand and for meeting the Union Railway Minister to submit a formal representation.

This project must not remain confined to requests and discussions alone. It needs to move swiftly towards implementation

All MPs and Union Ministers from Karnataka must work collectively to ensure its implementation.

@JoshiPralhad @VSOMANNA_BJP @hd_kumaraswamy @AshwiniVaishnaw

[Akash Doifode @AkashDoifode13]

@bigbasket_com This is not a concern, just a suggestion to retain customers. I am happy to pay Rs. 10 extra if asked upfront.

[Akash Doifode @AkashDoifode13]

BigBasket team, please stop charging extra due to weight mismatches. It’s bad UX and adds no value.

This erodes the company’s goodwill. If you want to charge extra you should do it upfront not after order is dispatched.

@harimenon_bb @bigbasket_com

[Yaroslav Trofimov @yarotrof]

NATO is dead.

https://t.co/ATZYqnt5Ox

[K. C. Singh @ambkcsingh]

How long will the Republicans in US Congress keep ignoring US president’s increasingly erratic policy choices? This is literally war imposed on NATO allies.

[Akash Doifode @AkashDoifode13]

Tsinghua is indeed a top notch university along with Peking university.

[Rohan Paul @rohanpaul_ai]

🇨🇳 Wow this chart is something.

China's Tsinghua’s AI patent count now exceeds Harvard, MIT, and Stanford combined.

Tsinghua has been filing AI and machine learning patents at a completely different scale than top United States universities for well over a decade, and the gap keeps getting wider.

Tsinghua University is almost operating with a different kind of machine that turns AI research into protected, transferable assets at scale.

I felt it while surfing through arxiv everyday, theres's just soooo many papers with 'Tsinghua' in the author list.

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Source: Bloomberg

bloomberg .com/news/features/2025-11-18/china-s-tsinghua-university-is-beating-us-in-the-race-for-ai-patents