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Memory
Generative AI

Author:

Euicheol Lim

Research Fellow, System Architect
SK Hynix

Eui-cheol Lim is a Research Fellow and leader of Solution Advanced Technology team in SK Hynix. He received the B.S. degree and the M.S. degree from Yonsei University, Seoul, Korea, in 1993 and 1995, and the Ph.D. degree from Sungkyunkwan University, suwon, Korea in 2006. Dr.Lim joined SK Hynix in 2016 as a system architect in memory system R&D. Before joining SK Hynix, he had been working as an SoC architect in Samsung Electronics and leading the architecture of most Exynos mobile SoC. His recent interesting points are memory and storage system architecture with new media memory and new memory solution such as CXL memory and Processing in Memory. In particular, he is proposing a new computing architecture based on PIM, which is more efficient and flexible than existing AI accelerators, to process generative AI and LLM (large language Model) that is currently causing a sensation.

Euicheol Lim

Research Fellow, System Architect
SK Hynix

Eui-cheol Lim is a Research Fellow and leader of Solution Advanced Technology team in SK Hynix. He received the B.S. degree and the M.S. degree from Yonsei University, Seoul, Korea, in 1993 and 1995, and the Ph.D. degree from Sungkyunkwan University, suwon, Korea in 2006. Dr.Lim joined SK Hynix in 2016 as a system architect in memory system R&D. Before joining SK Hynix, he had been working as an SoC architect in Samsung Electronics and leading the architecture of most Exynos mobile SoC. His recent interesting points are memory and storage system architecture with new media memory and new memory solution such as CXL memory and Processing in Memory. In particular, he is proposing a new computing architecture based on PIM, which is more efficient and flexible than existing AI accelerators, to process generative AI and LLM (large language Model) that is currently causing a sensation.

Autonomy
On-Device ML
Enterprise Use Case
Industrial Edge

Author:

Sean Ma

Head of Applied AI, Amazon Dash Cart
AWS

As Head of Applied AI Research at Amazon Dash Cart, Sean Ma leads the AIML science organization (multiple science and software teams) advancing computer vision, artificial intelligence, and machine learning. Sean has a PhD in Electrical and Computer Engineering focusing on image and video understanding using AI from the University of Illinois, and also holds an innovation leadership certification from MIT, plus a certification of software program/project management and certification for Scrum Product Owner.

Sean has built, led, and managed globally distributed teams of researchers and engineers, delivered proof-of-concepts and production solutions, and won multiple awards and patents. 

Sean Ma

Head of Applied AI, Amazon Dash Cart
AWS

As Head of Applied AI Research at Amazon Dash Cart, Sean Ma leads the AIML science organization (multiple science and software teams) advancing computer vision, artificial intelligence, and machine learning. Sean has a PhD in Electrical and Computer Engineering focusing on image and video understanding using AI from the University of Illinois, and also holds an innovation leadership certification from MIT, plus a certification of software program/project management and certification for Scrum Product Owner.

Sean has built, led, and managed globally distributed teams of researchers and engineers, delivered proof-of-concepts and production solutions, and won multiple awards and patents. 

Data Privacy & Governance
Enterprise Use Case

Author:

Michael McLaughlin

Head of AI ML and Advanced Analytics
Children's National Hospital

Mike is the Head of AI/ML & Advanced Analytics at the Children’s National Hospital in Washington DC. At Children’s he leads the team responsible for developing, monitoring, and maintaining custom AI/ML applications in addition to driving AI governance and upskilling initiatives. He’s spent his entire career in the healthcare industry emphasizing AI and advanced analytics. His prior roles include leadership roles at Monogram Health, Exact Sciences, and Elevance.

Michael McLaughlin

Head of AI ML and Advanced Analytics
Children's National Hospital

Mike is the Head of AI/ML & Advanced Analytics at the Children’s National Hospital in Washington DC. At Children’s he leads the team responsible for developing, monitoring, and maintaining custom AI/ML applications in addition to driving AI governance and upskilling initiatives. He’s spent his entire career in the healthcare industry emphasizing AI and advanced analytics. His prior roles include leadership roles at Monogram Health, Exact Sciences, and Elevance.

Memory

Author:

Rochan Sankar

Co-Founder & CEO
Enfabrica

Rochan is Founder, President and CEO of Enfabrica. Prior to founding Enfabrica, he was Senior Director and leader of the Data Center Ethernet switch silicon business at Broadcom, where he defined and brought to market multiple generations of Tomahawk/Trident chips and helped build industry-wide ecosystems including 25G Ethernet and disaggregated whitebox networking.

Prior, he held roles in product management, chip architecture, and applications engineering across startup and public semiconductor companies. Rochan holds a B.A.Sc. in Electrical Engineering from the University of Toronto and an MBA from the Wharton School, and has 6 issued patents.

Rochan Sankar

Co-Founder & CEO
Enfabrica

Rochan is Founder, President and CEO of Enfabrica. Prior to founding Enfabrica, he was Senior Director and leader of the Data Center Ethernet switch silicon business at Broadcom, where he defined and brought to market multiple generations of Tomahawk/Trident chips and helped build industry-wide ecosystems including 25G Ethernet and disaggregated whitebox networking.

Prior, he held roles in product management, chip architecture, and applications engineering across startup and public semiconductor companies. Rochan holds a B.A.Sc. in Electrical Engineering from the University of Toronto and an MBA from the Wharton School, and has 6 issued patents.

Author:

Michael Bahr

Head of Infrastructure, Data Center & Networking
DWR

Mike Bahr joined DRW Holdings in 2013 and has built co-locations and stand-alone data centers for trading firms all over the world. Mike is also in charge of all MEP designs for all company offices globally. Mike also is co-founder of a start-up, Co-Low.com, a true subscription based colocation/data center finder for all IT needs. Mike lives in Crown Point, IN with his wife Colleen and his four children.

Michael Bahr

Head of Infrastructure, Data Center & Networking
DWR

Mike Bahr joined DRW Holdings in 2013 and has built co-locations and stand-alone data centers for trading firms all over the world. Mike is also in charge of all MEP designs for all company offices globally. Mike also is co-founder of a start-up, Co-Low.com, a true subscription based colocation/data center finder for all IT needs. Mike lives in Crown Point, IN with his wife Colleen and his four children.

Autonomy
On-Device ML
Compute
Industrial Edge

Author:

Krishna Rangasayee

Founder and CEO
SiMa.ai

Krishna Rangasayee is Founder and CEO of SiMa.ai. Previously, Krishna was COO of Groq and at Xilinx for 18 years, where he held multiple senior leadership roles including Senior Vice President and GM of the overall business, and Executive Vice President of global sales. While at Xilinx, Krishna grew the business to $2.5B in revenue at 70% gross margin while creating the foundation for 10+ quarters of sustained sequential growth and market share expansion. Prior to Xilinx, he held various engineering and business roles at Altera Corporation and Cypress Semiconductor. He holds 25+ international patents and has served on the board of directors of public and private companies.

Krishna Rangasayee

Founder and CEO
SiMa.ai

Krishna Rangasayee is Founder and CEO of SiMa.ai. Previously, Krishna was COO of Groq and at Xilinx for 18 years, where he held multiple senior leadership roles including Senior Vice President and GM of the overall business, and Executive Vice President of global sales. While at Xilinx, Krishna grew the business to $2.5B in revenue at 70% gross margin while creating the foundation for 10+ quarters of sustained sequential growth and market share expansion. Prior to Xilinx, he held various engineering and business roles at Altera Corporation and Cypress Semiconductor. He holds 25+ international patents and has served on the board of directors of public and private companies.

Data Privacy & Governance

Author:

Rohith Vangalla

Lead Software Engineer
Optum

Dr. Rohith Vangalla is a Senior IEEE Member, AI Researcher, and Lead Software Engineer at Optum Technologies, specializing in AI-driven automation, cybersecurity, and enterprise AI infrastructure. With over ten years of experience, he has pioneered AI solutions in healthcare, digital marketing, and aviation, publishing impactful research that has transformed industry practices. At Optum, he has been instrumental in developing AI-driven chatbots, secure automation frameworks, and scalable AI solutions that enhance efficiency, compliance, and real-time decision-making. As a scholar, reviewer, and judge for major AI conferences, Dr. Vangalla continues to shape the future of AI infrastructure, privacy-first systems, and responsible AI development.

Rohith Vangalla

Lead Software Engineer
Optum

Dr. Rohith Vangalla is a Senior IEEE Member, AI Researcher, and Lead Software Engineer at Optum Technologies, specializing in AI-driven automation, cybersecurity, and enterprise AI infrastructure. With over ten years of experience, he has pioneered AI solutions in healthcare, digital marketing, and aviation, publishing impactful research that has transformed industry practices. At Optum, he has been instrumental in developing AI-driven chatbots, secure automation frameworks, and scalable AI solutions that enhance efficiency, compliance, and real-time decision-making. As a scholar, reviewer, and judge for major AI conferences, Dr. Vangalla continues to shape the future of AI infrastructure, privacy-first systems, and responsible AI development.

Networking