Sundeep Teki, PhD @sundeepteki
AI Scientist & Consultant. I provide expert Gen AI Consulting, Coaching & Corporate Training. Ex: @amazonalexa @swiggy @UniofOxford @UCL | [email protected] sundeepteki.org Bangalore Joined November 2009-
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Absolute pleasure to team up in a quiz again with @JayantMahadevan and match up with the inimitable @joybhattacharj! Thanks for all the wonderful quizzes and fun times, Joy da!
Absolute pleasure to team up in a quiz again with @JayantMahadevan and match up with the inimitable @joybhattacharj! Thanks for all the wonderful quizzes and fun times, Joy da!
š The Rise of the Forward Deployed Engineer in Frontier AI Labs š Forward Deployed Engineers (FDEs) are becoming one of the most sought-after roles in AI and every frontier AI lab is seeking to hire them. FDEs are full-stack engineers with strong understanding of AI/ML andā¦
š Why Small Language Models are the future of #AgenticAI? ā The headline message from a recent paper from NVIDIA hits the nail on the head - "Small Language Models are sufficiently powerful, inherently more suitable, and necessarily more economical for many invocations inā¦
š§ The GenAI Divide: Why 95% of AI Investments Fail? A recent MIT report highlights that despite massive investment ($30-40 billion), ~ 95% of enterprise #GenerativeAI pilots fail to deliver any measurable business impact. This is less a problem related to the underlying AI techā¦
i don't know who this guy is but this blog is pretty frickin awesome for technical playbooks and for managers who want to know what's what.
Excited to partner with the @ISBedu to teach 'šš š¢š§ šš®š¬š¢š§šš¬š¬' with a focus on #generativeai applications, case studies and hands-on activities using #llms to seasoned Technical and Business Leaders from leading enterprises in India and abroad. #ai #corporatetraining
What is Indiaās greatest asset in the global AI ecosystem? ššš„šš§š šš§šš¢š š«šš§š¤š¬ #2 š¢š§ ššš«š¦š¬ šØš šš ššš„šš§š, šØš§š„š² ššš”š¢š§š šš”š ššš, while being ranked #10 overall (The Global AI Index, 2024). Letās dive deeper - 1ļøā£ Global optimism inā¦
What is Indiaās strength in AI? ššš¶š¹š±š¶š»š“ šš½š½š¹š¶š°š®šš¶š¼š»š India may be lagging behind other countries in terms of fundamental AI research but it punches above its weight when it comes to building AI applications - 1ļøā£ Greater adoption of Application models vs.ā¦
Can India build its own foundational LLMs? Yes But who is using them? How much is their adoption? To find answers to these questions, Iāve sourced publicly available data from various sources as below: 1ļøā£ Number of Downloads on Hugging Face Hugging Face is the de-factoā¦
Can India compete with USA & China on the AI Research front? Unfortunately No š While India's contribution to AI papers at top AI conferences (including NeurIPS, ICLR, ICML, CVPR, EMNLP etc.) has remained flat over the last 10 years, China's contribution to the AI field, on theā¦
Is Knowledge Distillation the Future of LLMs? š¤ ā”My blog post on Knowledge Distillation now ranks 2 in Google Search -sundeepteki.org/blog/knowledge⦠Only behind the namesake Wikipedia article and above the Arxiv link to the seminal 2015 paper by Geoff Hinton, Oriol Vinyals and Jeffā¦
šĀ Vector databases, designed to store vector embeddings, are powering a range of #generativeai #llm #rag applications. ā In this blog, I present a deep analysis of the key considerations in selecting a vector db - sundeepteki.org/blog/how-to-chā¦
š Mistral AI's latest model - Mixtral, is a game-changer for #LLMs & #GenAI. ā In this blog, I present a detailed analysis of the Mixtral model architecture and the specialized attention mechanisms that endow it with superior capabilities vs. LLaMA-2: sundeepteki.org/blog/mixtral-oā¦
It is official! #TRF4 will be held in Tokyo šÆšµššš Save the date š
We are 7ļøā£ years old! š„³šŖ ššš We thank our founders @ArgiroVatakis & @sundeepteki, and our executive director @MartinMwiener for promoting multidisciplinary research on #timeperception. Happpy #TRFanniversary š
š¤ How to build a Strong Data Culture? š Bring Business & #DataScience Together š Leverage Data For Creating Goals š Ensure Everyone Has Access to Data š Keep Your Technology Up-to-Date š Provide Training for Employees š Reward Data-driven decisions sundeepteki.org/blog/why-is-a-ā¦
Not sure about whether to be a #DataEngineer or a #DataScientist?š¤ Check out my latest blog for @Andela, the @SoftBank_Group funded marketplace for technologists, featuring a detailed analysis of respective responsibilities, skills & career prospects - sundeepteki.org/blog/data-engiā¦
Hereās a curated list of top 10 resources including courses, books, blogs and videos on how to prepare for #machinelearning engineer roles and job interviews - sundeepteki.org/coaching/how-dā¦
Put #MLOps into practice with these top 10 toolsš In this blog, I provide an overview of tools focused on different aspects of #MachineLearning life cycle including metadata management, versioning, experiment tracking, model deployment & monitoring: šsundeepteki.org/blog/top-mlopsā¦
.@DominoDataLab walks through selecting the right data-governance framework for each business while minimizing risk. Industry expert @sundeepteki explores what a framework should provide & why, offering use cases, best practices, & step-by-step breakdowns. buff.ly/3aXuu4a

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Dollar Cost Peterage @Dollarcostpete
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Robert Claypool @RobertClaypool
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Promptler - AI Prompt... @promptler
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main zindagi ka saath... @baibhav_122003
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TimingResearchForum @TimingForum
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