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Generative AI is going to play a crucial role in building the embodied internet, aka Metaverse. Democratizing the metaverse would imply giving every creator a set of tools to dream up and build their own immersive canvas that they can share with others. In this talk, I will discuss the challenges and opportunities in generative AI for synthesizing 3D objects, creating/editing digital twins, building virtual worlds, and accelerating the synthesis pipeline.

Author:

Vikas Chandra

Senior Director, AI
Meta

Vikas Chandra is Senior Director at Meta Reality Labs where he works on AI research focusing on AR and VR products. Prior to Meta, he was Director of Applied Machine Learning at Arm Inc. He received his Ph.D. and M.S. degrees in Electrical and Computer Engineering from Carnegie Mellon University. He held the positions of Visiting Scholar (2011 – 2014) and Visiting Faculty (2016 - 2017) in the EE department at Stanford University. He has authored 120+ research publications and is an inventor on 40+ US and international patents. Dr. Chandra received the ACM-SIGDA Technical Leadership Award in 2009 and was invited to the 2017 Frontiers of Engineering Symposium organized by the National Academy of Engineering. He is a senior member of IEEE.

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Vikas Chandra

Senior Director, AI
Meta

Vikas Chandra is Senior Director at Meta Reality Labs where he works on AI research focusing on AR and VR products. Prior to Meta, he was Director of Applied Machine Learning at Arm Inc. He received his Ph.D. and M.S. degrees in Electrical and Computer Engineering from Carnegie Mellon University. He held the positions of Visiting Scholar (2011 – 2014) and Visiting Faculty (2016 - 2017) in the EE department at Stanford University. He has authored 120+ research publications and is an inventor on 40+ US and international patents. Dr. Chandra received the ACM-SIGDA Technical Leadership Award in 2009 and was invited to the 2017 Frontiers of Engineering Symposium organized by the National Academy of Engineering. He is a senior member of IEEE.

ChatGPT is the ‘sputnik’ moment for AI in US and Europe – it is now obvious how AI will be fundamental. There is an imperative to future-proof industry by investing in the exploration of the impact of next-generation AI technologies. But, it is also fuelling an urgency for enterprises to capitalize on and deploy core AI technologies today. Models continue to evolve but deployment is becoming more and more important. Smart users are comparing the compute costs and data risks of using massive, proprietary LLMs with smaller, open-source models, fine-tuned to their specific needs. They are searching for much more efficient solutions for deployment today and in the future. In this talk we will discuss:
·         Why LLMs like GPT-4 may not be the best solution for many enterprise AI tasks
·         Identifying the most exciting, enterprise-ready AI solutions for deployment today
·         Why your compute platform matters when using generative AI

Author:

Helen Byrne

VP, Solution Architect
Graphcore

Helen leads the Solution Architects team at Graphcore, helping innovators build their AI solutions using Graphcore’s Intelligence Processing Units (IPUs). She has been at Graphcore for more than 5 years, previously leading AI Field Engineering and working in AI Research, working on problems in Distributed Machine Learning. Before landing in the technology industry, she worked in Investment Banking. Her background is in Mathematics and she has a MSc in Artificial Intelligence.

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Helen Byrne

VP, Solution Architect
Graphcore

Helen leads the Solution Architects team at Graphcore, helping innovators build their AI solutions using Graphcore’s Intelligence Processing Units (IPUs). She has been at Graphcore for more than 5 years, previously leading AI Field Engineering and working in AI Research, working on problems in Distributed Machine Learning. Before landing in the technology industry, she worked in Investment Banking. Her background is in Mathematics and she has a MSc in Artificial Intelligence.

Moderator

Author:

Arun Nandi

Chief Data & AI Officer
Carrier

Arun Nandi is a visionary keynote speaker, advisor and thought leader in AI. His professional experience driving impact for larger enterprises from Data, Analytics & Insights initiatives spans close to 20 years.

He was presented the Top 100 Influential AI & Analytics leaders award, the Top 40 AI Leaders under 40 award and LinkedIn Top Voice. He currently works as Chief Data & AI Officer at Carrier Global Corp, a Fortune 200 company. He previous was Head of Data & Analytics at Unilever. He has built AI and analytics practices from the ground up on multiple occasions.

Arun serves and consults with advisory boards and investment firms recognized as a credible voice in the industry. He was esteemed jury member at prestigious events such as The Drum Awards and LVMH’s Dare Competition. He has delivered keynote addresses at many events with other experts including Andre Ng (Deep Learning), Julien Simon (Hugging Face).

Arun works with numerous service providers within the AI, data and Analytics ecosystem and shapes the strategy for his enterprise and the industry at large.

Arun is based in New York, NY, USA. He is a keen traveler, foodie and adventure motorcyclist.

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Arun Nandi

Chief Data & AI Officer
Carrier

Arun Nandi is a visionary keynote speaker, advisor and thought leader in AI. His professional experience driving impact for larger enterprises from Data, Analytics & Insights initiatives spans close to 20 years.

He was presented the Top 100 Influential AI & Analytics leaders award, the Top 40 AI Leaders under 40 award and LinkedIn Top Voice. He currently works as Chief Data & AI Officer at Carrier Global Corp, a Fortune 200 company. He previous was Head of Data & Analytics at Unilever. He has built AI and analytics practices from the ground up on multiple occasions.

Arun serves and consults with advisory boards and investment firms recognized as a credible voice in the industry. He was esteemed jury member at prestigious events such as The Drum Awards and LVMH’s Dare Competition. He has delivered keynote addresses at many events with other experts including Andre Ng (Deep Learning), Julien Simon (Hugging Face).

Arun works with numerous service providers within the AI, data and Analytics ecosystem and shapes the strategy for his enterprise and the industry at large.

Arun is based in New York, NY, USA. He is a keen traveler, foodie and adventure motorcyclist.

Panellists

Author:

Nikesh Pahuja

App Engineer
Eximius Systems

Nikesh Kumar Pahuja currently serves as an App Engineer in a contract position at Chevron Corporation, with a primary focus on product development and Data Analytics/ Data Science / AI. With an MBA in Finance, Strategy, and Analytics from the University of California, Davis, and an MS in Analytics from Harrisburg University of Science and Technology, Mr. Pahuja brings a wealth of knowledge and expertise to his work. He is a passionate advocate for data, AI, and the creation of exceptional technological products, driven by a strong commitment to innovation and advancement.

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Nikesh Pahuja

App Engineer
Eximius Systems

Nikesh Kumar Pahuja currently serves as an App Engineer in a contract position at Chevron Corporation, with a primary focus on product development and Data Analytics/ Data Science / AI. With an MBA in Finance, Strategy, and Analytics from the University of California, Davis, and an MS in Analytics from Harrisburg University of Science and Technology, Mr. Pahuja brings a wealth of knowledge and expertise to his work. He is a passionate advocate for data, AI, and the creation of exceptional technological products, driven by a strong commitment to innovation and advancement.

Author:

Jay Dawani

CEO
Lemurian Labs

Jay Dawani is co-founder & CEO of Lemurian Labs, a startup at the forefront of general purpose accelerated computing for making AI development affordable and generally available for all companies and people to equally benefit. Author of the influential book "Mathematics for Deep Learning", he has held leadership positions at companies such as BlocPlay and Geometric Energy Corporation, spearheading projects involving quantum computing, metaverse, blockchain, AI, space robotics, and more. Jay has also served as an advisor to NASA Frontier Development Lab, SiaClassic, and many leading AI firms.

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Jay Dawani

CEO
Lemurian Labs

Jay Dawani is co-founder & CEO of Lemurian Labs, a startup at the forefront of general purpose accelerated computing for making AI development affordable and generally available for all companies and people to equally benefit. Author of the influential book "Mathematics for Deep Learning", he has held leadership positions at companies such as BlocPlay and Geometric Energy Corporation, spearheading projects involving quantum computing, metaverse, blockchain, AI, space robotics, and more. Jay has also served as an advisor to NASA Frontier Development Lab, SiaClassic, and many leading AI firms.

Author:

Praveen Kolli

Staff Machine Learning Engineer
DoorDash

Dr. Praveen Kolli is currently a Staff Machine Learning Engineer in the Ads Quality Team at DoorDash, where he focuses on developing advanced deep learning models to improve ad recommendations and enhance user experience. Prior to his role at DoorDash, he served as a Technical Lead in the Ads Ranking Team at Pinterest. At Pinterest, Dr. Kolli played a pivotal role in building cutting-edge models for personalized ad recommendations, contributing to the platform's success in delivering relevant ads to its users. He holds a PhD in Mathematics from Carnegie Mellon University, Masters in Mathematics of Finance from Columbia University and Bachelors in Electrical Engineering from Indian Institute of Technology, Kharagpur.

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Praveen Kolli

Staff Machine Learning Engineer
DoorDash

Dr. Praveen Kolli is currently a Staff Machine Learning Engineer in the Ads Quality Team at DoorDash, where he focuses on developing advanced deep learning models to improve ad recommendations and enhance user experience. Prior to his role at DoorDash, he served as a Technical Lead in the Ads Ranking Team at Pinterest. At Pinterest, Dr. Kolli played a pivotal role in building cutting-edge models for personalized ad recommendations, contributing to the platform's success in delivering relevant ads to its users. He holds a PhD in Mathematics from Carnegie Mellon University, Masters in Mathematics of Finance from Columbia University and Bachelors in Electrical Engineering from Indian Institute of Technology, Kharagpur.

The evolution of transformers marks a remarkable advancement in comprehending intricate language patterns. These models are progressively growing in size and precision, enabling them to grasp complex linguistic structures more effectively. However, the real challenge lies in efficiently integrating these advanced models into production systems without incurring exorbitant costs. Striking a balance between superior performance and streamlined resource usage during both training and runtime is crucial for making these large language models (LLMs) viable for deployment in practical production environments.

Author:

Rahul Sharnagat

Principal Machine Learning Engineer
Walmart Global Tech

Rahul Sharnagat is a Principal Data Scientist in Walmart's Search Technologies. He began his career at IBM research lab then worked in Microsoft Bing Ads before joining Walmart in 2018, with his expertise centering around natural language understanding (NER) and question answering. He currently leads the efforts to develop and deploy query understanding models and its application across the search stack. Rahul holds a master's degree in computer science from Indian Institute of Technology, Bombay and a bachelor's degree in computer science from Visvesvaraya National Institute of Technology, Nagpur.

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Rahul Sharnagat

Principal Machine Learning Engineer
Walmart Global Tech

Rahul Sharnagat is a Principal Data Scientist in Walmart's Search Technologies. He began his career at IBM research lab then worked in Microsoft Bing Ads before joining Walmart in 2018, with his expertise centering around natural language understanding (NER) and question answering. He currently leads the efforts to develop and deploy query understanding models and its application across the search stack. Rahul holds a master's degree in computer science from Indian Institute of Technology, Bombay and a bachelor's degree in computer science from Visvesvaraya National Institute of Technology, Nagpur.

Moderator

Author:

Michael Stewart

Partner
M12
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Michael Stewart

Partner
M12
Panellists

Author:

Rashmi Gopinath

General Partner
BAM Corner Point

Rashmi Gopinath is a General Partner at B Capital Group where she leads the fund’s enterprise software practice in cloud infrastructure, cybersecurity, devops, and AI/ML sectors. She brings over two decades of experience investing and operating in cutting-edge enterprise technologies. She led B Capital’s investments in over 24 companies such as DataRobot, FalconX, Clari, Phenom People, Synack, Innovaccer, Labelbox, Fabric, 6Sense, Highspot, Pendo, Starburst, OwnBackup, Figment, Perimeter81, Zesty, among others.

Rashmi was previously a Managing Director at M12, Microsoft’s venture fund, where she led investments globally in enterprise software and sat on several boards including Synack, Innovaccer, Contrast Security, Frame, UnravelData, Incorta, among others.

Prior to M12, Rashmi was an Investment Director with Intel Capital where she was involved in the firm’s investments in startups including MongoDB (Nasdaq: MDB), ForeScout (Nasdaq: FSCT), Maginatics (acq. by EMC), BlueData (acq. by HPE), among others. Rashmi held operating roles at high-growth startups such as BlueData (acq. by HPE) and Couchbase (Nasdaq: BASE) where she led global business development, product and marketing roles. She began her career in engineering and product roles at Oracle and GE Healthcare. She earned an M.B.A. from Northwestern University, and a B.S. in Electrical Engineering from University of Mumbai in India.

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Rashmi Gopinath

General Partner
BAM Corner Point

Rashmi Gopinath is a General Partner at B Capital Group where she leads the fund’s enterprise software practice in cloud infrastructure, cybersecurity, devops, and AI/ML sectors. She brings over two decades of experience investing and operating in cutting-edge enterprise technologies. She led B Capital’s investments in over 24 companies such as DataRobot, FalconX, Clari, Phenom People, Synack, Innovaccer, Labelbox, Fabric, 6Sense, Highspot, Pendo, Starburst, OwnBackup, Figment, Perimeter81, Zesty, among others.

Rashmi was previously a Managing Director at M12, Microsoft’s venture fund, where she led investments globally in enterprise software and sat on several boards including Synack, Innovaccer, Contrast Security, Frame, UnravelData, Incorta, among others.

Prior to M12, Rashmi was an Investment Director with Intel Capital where she was involved in the firm’s investments in startups including MongoDB (Nasdaq: MDB), ForeScout (Nasdaq: FSCT), Maginatics (acq. by EMC), BlueData (acq. by HPE), among others. Rashmi held operating roles at high-growth startups such as BlueData (acq. by HPE) and Couchbase (Nasdaq: BASE) where she led global business development, product and marketing roles. She began her career in engineering and product roles at Oracle and GE Healthcare. She earned an M.B.A. from Northwestern University, and a B.S. in Electrical Engineering from University of Mumbai in India.

Author:

Gayathri Radhakrishnan

Partner
Hitachi Ventures

Gayathri is currently Partner at Hitachi Ventures. Prior to that, she was with Micron Ventures, actively investing in startups that apply AI to solve critical problems in the areas of Manufacturing, Healthcare and Automotive. She brings over 20 years of multi-disciplinary experience across product management, product marketing, corporate strategy, M&A and venture investments in large Fortune 500 companies such as Dell and Corning and in startups. She has also worked as an early stage investor at Earlybird Venture Capital, a premier European venture capital fund based in Germany. She has a Masters in EE from The Ohio State University and MBA from INSEAD in France. She is also a Kauffman Fellow - Class 16.

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Gayathri Radhakrishnan

Partner
Hitachi Ventures

Gayathri is currently Partner at Hitachi Ventures. Prior to that, she was with Micron Ventures, actively investing in startups that apply AI to solve critical problems in the areas of Manufacturing, Healthcare and Automotive. She brings over 20 years of multi-disciplinary experience across product management, product marketing, corporate strategy, M&A and venture investments in large Fortune 500 companies such as Dell and Corning and in startups. She has also worked as an early stage investor at Earlybird Venture Capital, a premier European venture capital fund based in Germany. She has a Masters in EE from The Ohio State University and MBA from INSEAD in France. She is also a Kauffman Fellow - Class 16.

Author:

Yvonne Lutsch

Investment Principal
Bosch Ventures

Yvonne is an accomplished Investment Principal at Bosch Ventures affiliate office located in Sunnyvale, and sources, evaluates, and executes venture capital deals in North America. Her specialty are investments in deep tech fields such as AI, edge and next gen. computing incl. quantum, robotics, industrial IoT, mobility, climate tech, semiconductors, or sensors. She is an investor and non-executive board member of Bosch Ventures’ portfolio companies Syntiant, Zapata AI, UltraSense Systems, Aclima, and Recogni.
Prior to this position Yvonne was Director of Technology Scouting and Business Development, building up an Innovation Hub in Silicon Valley including startup scouting, business development while advising executives of the Bosch business units on their strategy. She has more than two decades of solid experience in manufacturing operations and engineering in the automotive and consumer electronics space – gained through different executive roles at Bosch in Germany.
Yvonne received a diploma in Experimental Physics from University of Siegen, Germany, and holds a PhD in Applied Physics from University of Tuebingen, Germany.

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Yvonne Lutsch

Investment Principal
Bosch Ventures

Yvonne is an accomplished Investment Principal at Bosch Ventures affiliate office located in Sunnyvale, and sources, evaluates, and executes venture capital deals in North America. Her specialty are investments in deep tech fields such as AI, edge and next gen. computing incl. quantum, robotics, industrial IoT, mobility, climate tech, semiconductors, or sensors. She is an investor and non-executive board member of Bosch Ventures’ portfolio companies Syntiant, Zapata AI, UltraSense Systems, Aclima, and Recogni.
Prior to this position Yvonne was Director of Technology Scouting and Business Development, building up an Innovation Hub in Silicon Valley including startup scouting, business development while advising executives of the Bosch business units on their strategy. She has more than two decades of solid experience in manufacturing operations and engineering in the automotive and consumer electronics space – gained through different executive roles at Bosch in Germany.
Yvonne received a diploma in Experimental Physics from University of Siegen, Germany, and holds a PhD in Applied Physics from University of Tuebingen, Germany.

Author:

Vibhor Rastogi

Global Head AIML Data Investing
Citi Ventures
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Vibhor Rastogi

Global Head AIML Data Investing
Citi Ventures