Rajesh Timane (@timane) header
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Reimagining problem-solving and solution thinking | Tech for future-ready innovation

Nagpur
Joined September 2009
Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)Photo by Rajesh Timane (@timane)
๐—๐—ฎ๐—บ๐—ฎ๐—ถ๐—ฐ๐—ฎ ๐—จ๐—ฝ๐—ฑ๐—ฎ๐˜๐—ฒ ๐Ÿ‡ฏ๐Ÿ‡ฒ ๐˜Ž๐˜ณ๐˜ฐ๐˜ธ๐˜ต๐˜ฉ ๐˜ฏ๐˜ถ๐˜ฎ๐˜ฃ๐˜ฆ๐˜ณ๐˜ด ๐˜ง๐˜ช๐˜ฏ๐˜ฆ-๐˜ต๐˜ถ๐˜ฏ๐˜ฆ๐˜ฅ ๐˜ข๐˜ด ๐˜ต๐˜ฉ๐˜ฆ ๐˜๐˜”๐˜ ๐˜ธ๐˜ฆ๐˜ช๐˜จ๐˜ฉ๐˜ด ๐˜จ๐˜ญ๐˜ฐ๐˜ฃ๐˜ข๐˜ญ ๐˜ค๐˜ฐ๐˜ฏ๐˜ง๐˜ญ๐˜ช๐˜ค๐˜ต๐˜ด & ๐˜ต๐˜ณ๐˜ข๐˜ฅ๐˜ฆ ๐˜ด๐˜ฉ๐˜ฐ๐˜ค๐˜ฌ๐˜ด The Fund pointed to #Jamaica's solid reform record & policy frameworks. Follow: @industryminja | @HillAubyn
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๐—ง๐—ต๐—ฒ ๐—ด๐—ผ๐—น๐—ฑ ๐—ถ๐˜€ ๐—ฎ๐—น๐—ฟ๐—ฒ๐—ฎ๐—ฑ๐˜† ๐—ถ๐—ป๐˜€๐—ถ๐—ฑ๐—ฒ ๐˜†๐—ผ๐˜‚. โœจ ๐˜Ž๐˜ณ๐˜ฆ๐˜ข๐˜ต ๐˜ญ๐˜ฆ๐˜ข๐˜ฅ๐˜ฆ๐˜ณ๐˜ด ๐˜ฅ๐˜ฐ๐˜ฏ'๐˜ต ๐˜ซ๐˜ถ๐˜ด๐˜ต ๐˜ต๐˜ข๐˜ญ๐˜ฌ ๐˜ฃ๐˜ฆ๐˜ต๐˜ต๐˜ฆ๐˜ณ, ๐˜ต๐˜ฉ๐˜ฆ๐˜บ ๐˜ฃ๐˜ฆ๐˜ค๐˜ฐ๐˜ฎ๐˜ฆ ๐˜ฃ๐˜ฆ๐˜ต๐˜ต๐˜ฆ๐˜ณ. ๐Ÿง˜ Listen deeply, reflect slowly, and choose the good kind of hard. ๐Ÿ™ A calm leader makes a calm team. ๐Ÿ‘‡
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Rajesh Timane retweeted
From learning the foundations of LLMs to building with them! Building on the LLM for Young Developers โ€“ Foundation Course, IndiaAI is excited to introduce the LLM for Young Developers โ€“ Advanced Course, designed to take learners a step further in their Generative AI journey. Offered by IndiaAI, together with @Meta , supported by @AICTE_INDIA , and implemented by #1M1B, this advanced course is designed for students, developers, and aspiring AI innovators looking to deepen their expertise in Large Language Models (LLMs) and explore the possibilities of open-source AI. ๐Ÿ’ก What can you expect? ๐Ÿ”น Dive deeper into advanced LLM concepts and techniques ๐Ÿ”น Explore open-source LLMs and their practical applications ๐Ÿ”น Build and experiment with LLM-powered solutions ๐Ÿ”น Apply your skills to real-world Generative AI use cases ๐ŸŽ“ Completed the Foundation Course or familiar with the basics of LLMs? It's time to take the next step! Move beyond the fundamentals, strengthen your technical skills, and explore how you can build innovative AI-powered solutions. ๐ŸŒ Open to learners across India. ๐Ÿ”— Enrol now: futureskillsprime.in/course/โ€ฆ #IndiaAI #Meta #AICTE #LLM #FutureSkills
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Introducing pplx-embed-v2-context: open-weight vision-language embedding models in 9B and 0.6B. Both return one int8 vector per document, or one per chunk that sees the whole document. Read the paper, written with @turbopuffer: arxiv.org/abs/2610.38854
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Rajesh Timane retweeted
เค…เคชเฅเคฐเคคเคฟเคฎ เคฐเฅ€เคฒเฅค เคชเฅ‚เคฐเคพ เคฆเฅ‡เค– เค•เคฐ เคฎเฅˆเค‚ เคจเคฟเคƒเคถเคฌเฅเคฆ เคนเฅ‹ เค—เคฏเคพเฅค
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Rajesh Timane retweeted
In Chennai today with @CounterPointTR team at the @Vultr & @AMD event. Vultr is unveiling its 34th global cloud data center region, powered by one of the worldโ€™s largest superclusters of AMD MI355X GPUs Instinct GPUs. โ–ช๏ธ 20 MW investment in Indiaโ€™s AI ecosystem. This is the fourth DC region. โ–ช๏ธ AI demand is going to rise multifold in the region with most IT companies, sectorial enterprises, GCCs for top tech companies leverage AI from ideation into production โ–ช๏ธComposable cloud infrastructure to accelerate deploy, adjust, and scale with control, flexibility, and security $AMD
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๐—•๐—ฎ๐˜† ๐—ผ๐—ณ ๐—•๐—ฒ๐—ป๐—ด๐—ฎ๐—น ๐˜€๐˜๐—ผ๐—ฟ๐—บ ๐—ฏ๐—ฟ๐—ฒ๐˜„๐—ถ๐—ป๐—ด โš ๏ธ ๐˜ˆ ๐˜ด๐˜บ๐˜ด๐˜ต๐˜ฆ๐˜ฎ ๐˜ช๐˜ด ๐˜ฆ๐˜น๐˜ฑ๐˜ฆ๐˜ค๐˜ต๐˜ฆ๐˜ฅ ๐˜ต๐˜ฐ ๐˜ด๐˜ต๐˜ณ๐˜ฆ๐˜ฏ๐˜จ๐˜ต๐˜ฉ๐˜ฆ๐˜ฏ. ๐˜ˆ๐˜ฏ๐˜ฅ๐˜ฉ๐˜ณ๐˜ข ๐˜—๐˜ณ๐˜ข๐˜ฅ๐˜ฆ๐˜ด๐˜ฉ ๐˜ญ๐˜ข๐˜ฏ๐˜ฅ๐˜ง๐˜ข๐˜ญ๐˜ญ ๐˜ฑ๐˜ณ๐˜ฐ๐˜ซ๐˜ฆ๐˜ค๐˜ต๐˜ฆ๐˜ฅ ๐˜ฏ๐˜ฆ๐˜ข๐˜ณ ๐˜•๐˜ฐ๐˜ท 3. Review local flood plans & watch official updates. youtu.be/v6XODaYjwS8
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What to expect next >>> #India ๐Ÿ‡ฏ๐Ÿ‡ฒ๐Ÿ‡ฎ๐Ÿ‡ณ
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After HCLTech led Sarvamโ€™s $300m round in June at a $1.5b valuation, Cognizant is reportedly in talks to join the next one, which would value Sarvam at $3.5 to 4 billion, more than double, with large Indian enterprises lined up to anchor it. For an industry trading near five-year lows on fears that AI agents will automate away coding, maintenance and back-office work, good to see them backing homegrown model builder is both a hedge and a bet on the future. via @EconomicTimes
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Sarvam is expected to launch a trillion parameter model in the next six months, a significant leap from its existing billion parameter models. Of every $100 invested in Indian-language AI this year, $87 went to Sarvam. It raised $345 million across two rounds in 2026, out of the $399 million that went to all Indic AI startups put together. Investors are backing the one company they believe can become Indiaโ€™s answer to the frontier labs. Sarvam is also one of the governmentโ€™s four sovereign model picks, The rest of the field is building too. Soket is working on Indiaโ€™s first open-source 120 billion parameter model, and Gan AI on a 70 billion parameter multilingual model. via @bsindia
After HCLTech led Sarvamโ€™s $300m round in June at a $1.5b valuation, Cognizant is reportedly in talks to join the next one, which would value Sarvam at $3.5 to 4 billion, more than double, with large Indian enterprises lined up to anchor it. For an industry trading near five-year lows on fears that AI agents will automate away coding, maintenance and back-office work, good to see them backing homegrown model builder is both a hedge and a bet on the future. via @EconomicTimes
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The Bhagavad Gita is an ancient Indian holy book. It tells of a warrior, Arjuna, who doesn't want to fight in a war. His friend & guide, Krishna, talks him through it. The main lessons: โžก๏ธ Do your duty, even when it's hard. โžก๏ธ Do your best work, & don't obsess over the result.
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๐——๐—ผ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—•๐—ฒ๐˜€๐˜. ๐Ÿ™ ๐—ง๐—ต๐—ฒ๐—ป ๐—Ÿ๐—ฒ๐˜ ๐—š๐—ผ. ๐Ÿƒ ๐˜๐˜ญ๐˜ฐ๐˜ธ ๐˜ช๐˜ด ๐˜ธ๐˜ฉ๐˜ฆ๐˜ฏ ๐˜บ๐˜ฐ๐˜ถ'๐˜ณ๐˜ฆ ๐˜ด๐˜ฐ ๐˜ข๐˜ฃ๐˜ด๐˜ฐ๐˜ณ๐˜ฃ๐˜ฆ๐˜ฅ ๐˜บ๐˜ฐ๐˜ถ ๐˜ง๐˜ฐ๐˜ณ๐˜จ๐˜ฆ๐˜ต ๐˜ต๐˜ฉ๐˜ฆ ๐˜ค๐˜ณ๐˜ฐ๐˜ธ๐˜ฅ. ๐ŸŽฏ The Bhagavad Gita taught this 2,500 years ago. ๐Ÿ“œ Focus on doing your best work, not on the reward. ๐Ÿ‡ฎ๐Ÿ‡ณ Learn more ๐Ÿ‘‡
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Rajesh Timane retweeted
We are proud to partner with the Ministry of Defence on a joint framework to advance AI adoption across the Army, the Navy and the Air Force. @pratykumar @vivekrag @AalekhSharan
A significant step towards strengthening sovereign AI capabilities for Indiaโ€™s Defence Forces. HQ Integrated Defence Staff and Sarvam #AI have signed a Memorandum of Understanding to collaborate on AI applications, research, knowledge management, training and decision-support across the Indian Army, Navy and Air Force. The partnership will focus on building secure, sovereign and scalable AI capabilities, with strong emphasis on data sovereignty and ensuring responsible AI based solutions. #Defence #SovereignAI #IndianArmedForces #Innovation #AtmanirbharBharat @DefenceMinIndia @SethSanjayMP @SpokespersonMoD @MIB_India
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๐—œ๐—ป๐—ฑ๐—ถ๐—ฎ'๐˜€ ๐—–๐—น๐—ถ๐—บ๐—ฎ๐˜๐—ฒ ๐—ฃ๐˜‚๐˜€๐—ต ๐ŸŒ @PiyushGoyal explains #India's commitment to climate action and why it matters. He highlights India's role in championing renewables and the Global South's collective effort to tackle climate change. youtu.be/Tz_mf-10WSQ
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๐—–๐—น๐—ถ๐—บ๐—ฎ๐˜๐—ฒ ๐—”๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ก๐—ผ๐˜„! ๐ŸŒ ๐˜ˆ ๐˜—๐˜ญ๐˜ข๐˜ฏ๐˜ฆ๐˜ต ๐˜๐˜ช๐˜ต ๐˜ง๐˜ฐ๐˜ณ ๐˜ˆ๐˜ญ๐˜ญ: ๐˜™๐˜ฆ๐˜ด๐˜ต๐˜ฐ๐˜ณ๐˜ช๐˜ฏ๐˜จ ๐˜›๐˜ณ๐˜ถ๐˜ด๐˜ต ๐˜ช๐˜ฏ ๐˜Š๐˜ญ๐˜ช๐˜ฎ๐˜ข๐˜ต๐˜ฆ ๐˜ˆ๐˜ค๐˜ต๐˜ช๐˜ฐ๐˜ฏ. ๐ŸŒฑ UN General Assembly, 81st session. ๐Ÿ‡บ๐Ÿ‡ณ #Jamaica's commentary. ๐Ÿ‘‡ Follow: @mfaftja | @kaminajsmith | @BCMWallace_UN
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๐—œ๐—ป๐—ฑ๐—ถ๐—ฎ ๐—œ๐˜€ ๐——๐—ฟ๐—ฎ๐˜„๐—ถ๐—ป๐—ด ๐—–๐—ฎ๐—ฝ๐—ถ๐˜๐—ฎ๐—น ๐Ÿš€ ๐˜Š๐˜ข๐˜ฑ๐˜ช๐˜ต๐˜ข๐˜ญ ๐˜ง๐˜ฐ๐˜ญ๐˜ญ๐˜ฐ๐˜ธ๐˜ด ๐˜ฐ๐˜ฑ๐˜ฑ๐˜ฐ๐˜ณ๐˜ต๐˜ถ๐˜ฏ๐˜ช๐˜ต๐˜บ. ๐Ÿ’ฐ #India offers growth, foreign investment and demographics mature economies cannot match. ๐Ÿ“ˆ Factories are opening, infrastructure expanding, consumption rising. ๐Ÿญ
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๐Ÿ‡ฎ๐Ÿ‡ณ #India ๐—ฆ๐˜๐—ฎ๐—ป๐—ฑ๐˜€ ๐˜„๐—ถ๐˜๐—ต #Jamaica ๐Ÿ‡ฏ๐Ÿ‡ฒ After #HurricaneMelissa, an Indian Air Force C-17 ๐Ÿ›ฌ delivered 20 tonnes of relief! โค๏ธ BHISHM trauma cubes ๐Ÿฅ generatorsโšก tents โ›บ medicines ๐Ÿ’Š hygiene kits ๐Ÿ™ Follow: @KaminaJSmith | @mfaftja |@hcikingston I @HillAubyn
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๐˜๐˜ณ๐˜ฐ๐˜ฎ 2012 ๐˜ต๐˜ฐ 2022, ๐˜๐˜ฏ๐˜ฅ๐˜ช๐˜ข'๐˜ด ๐˜ฆ๐˜ค๐˜ฐ๐˜ฏ๐˜ฐ๐˜ฎ๐˜บ ๐˜จ๐˜ณ๐˜ฆ๐˜ธ ๐˜ง๐˜ณ๐˜ฐ๐˜ฎ $1.8๐˜ต๐˜ฏ ๐˜ต๐˜ฐ $3.3๐˜ต๐˜ฏ. ๐Ÿ‡ฎ๐Ÿ‡ณ That's an 83% rise in nominal GDP, taking #India to fifth place globally. ๐Ÿ“ˆ
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๐—จ๐—ป๐—น๐—ผ๐—ฐ๐—ธ ๐—ง๐—ฟ๐—ฎ๐—ฑ๐—ฒ ๐—ข๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€ ๐—ถ๐—ป #Jamaica ๐Ÿ‡ฏ๐Ÿ‡ฒ โ€‹๐˜ˆ ๐˜ง๐˜ณ๐˜ช๐˜ฆ๐˜ฏ๐˜ฅ๐˜ญ๐˜บ ๐˜ต๐˜ฆ๐˜ข๐˜ฎ ๐˜ฐ๐˜ง ๐˜ฑ๐˜ณ๐˜ฐ๐˜ง๐˜ฆ๐˜ด๐˜ด๐˜ช๐˜ฐ๐˜ฏ๐˜ข๐˜ญ๐˜ด ๐˜ธ๐˜ช๐˜ญ๐˜ญ ๐˜ฉ๐˜ฆ๐˜ญ๐˜ฑ ๐˜บ๐˜ฐ๐˜ถ ๐˜ฆ๐˜น๐˜ฑ๐˜ญ๐˜ฐ๐˜ณ๐˜ฆ ๐˜ฏ๐˜ฆ๐˜ธ ๐˜ฃ๐˜ถ๐˜ด๐˜ช๐˜ฏ๐˜ฆ๐˜ด๐˜ด ๐˜ฑ๐˜ข๐˜ณ๐˜ต๐˜ฏ๐˜ฆ๐˜ณ๐˜ด๐˜ฉ๐˜ช๐˜ฑ๐˜ด! โ€‹Jamaica is open for business. ๐Ÿ’ผ teapawt.net/industryminja
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๐Ÿ‡ฏ๐Ÿ‡ฒ The ๐—œ๐—ป๐—ฑ๐—ถ๐—ฎ-๐—๐—ฎ๐—บ๐—ฎ๐—ถ๐—ฐ๐—ฎ ๐—™๐—ฟ๐—ถ๐—ฒ๐—ป๐—ฑ๐˜€๐—ต๐—ถ๐—ฝ ๐—š๐—ฎ๐—ฟ๐—ฑ๐—ฒ๐—ป in #Kingston is ๐˜ธ๐˜ฉ๐˜ฆ๐˜ณ๐˜ฆ ๐˜ข ๐˜ฑ๐˜ข๐˜ณ๐˜ต๐˜ฏ๐˜ฆ๐˜ณ๐˜ด๐˜ฉ๐˜ช๐˜ฑ ๐˜ฑ๐˜ถ๐˜ต๐˜ด ๐˜ฅ๐˜ฐ๐˜ธ๐˜ฏ ๐˜ณ๐˜ฐ๐˜ฐ๐˜ต๐˜ด. ๐Ÿ‡ฎ๐Ÿ‡ณ Follow @mfaftja and @hcikingston for the latest on the Jamaica-India partnership. ๐ŸŒด #India #Jamaica
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