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Advanced computing is a strategic imperative for pharmaceutical innovation. The industry is at a point where traditional computational methods are no longer sufficient to solve the increasingly complex problems in R&D and operations. Embracing technologies like quantum computing and HPC is critical for maintaining a competitive edge and driving breakthroughs.

A hybrid approach is essential for a complete solution. No single technology is the silver bullet. The most effective solutions come from using the right tools—be it classical, quantum, or quantum-inspired—and combining them into a single, powerful workflow to maximize efficiency and impact. This approach allows companies to apply the best technology to a wide range of problems across the business, not just in drug discovery.

Strategic partnerships are key to capability building. For a large enterprise like J&J, the path to adopting these advanced technologies is best navigated through collaboration. Working with a specialist like Strangeworks bridges the knowledge gap, provides access to powerful platforms, and helps overcome organizational hurdles. The ultimate goal of this collaborations like these is to be able to empower J&J's internal teams to become self-sufficient pioneers of innovation.

Author:

Steve Gibson

Chief Commercial Officer
Strangeworks

Steve has held a range of C-Suite positions in technology companies ranging from financial technology services, to data science consulting. Currently he serves as Chief Commercial Officer at Strangeworks; an advanced compute platform as a service (PaaS) company based in Austin, Texas. Prior to Strangeworks, Steve helped build several startups from the ground up, the most successful being Honest Dollar which was the first startup acquired by Goldman Sachs in their 147 year history. Prior to Honest Dollar, Steve worked for a number of large multinational corporations in the European aerospace sector delivering platforms for military, civil and space applications. Steve holds a Bachelor’s degree in Aerospace Systems Engineering from the University of Coventry in the UK.

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Steve Gibson

Chief Commercial Officer
Strangeworks

Steve has held a range of C-Suite positions in technology companies ranging from financial technology services, to data science consulting. Currently he serves as Chief Commercial Officer at Strangeworks; an advanced compute platform as a service (PaaS) company based in Austin, Texas. Prior to Strangeworks, Steve helped build several startups from the ground up, the most successful being Honest Dollar which was the first startup acquired by Goldman Sachs in their 147 year history. Prior to Honest Dollar, Steve worked for a number of large multinational corporations in the European aerospace sector delivering platforms for military, civil and space applications. Steve holds a Bachelor’s degree in Aerospace Systems Engineering from the University of Coventry in the UK.

Author:

Selene Sass

Technology Product Manager
Johnson and Johnson

Selene is a technology product manager at Johnson & Johnson with nearly five years supporting the Advanced Computing and Analytics team. Her primary focus is to empower R&D scientists with emerging and innovative technologies in the advanced computing space, including the integration of quantum computing within J&J. Currently, she supports groups working in AI/ML and is exploring how quantum computing techniques can further enhance these capabilities. 

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Selene Sass

Technology Product Manager
Johnson and Johnson

Selene is a technology product manager at Johnson & Johnson with nearly five years supporting the Advanced Computing and Analytics team. Her primary focus is to empower R&D scientists with emerging and innovative technologies in the advanced computing space, including the integration of quantum computing within J&J. Currently, she supports groups working in AI/ML and is exploring how quantum computing techniques can further enhance these capabilities. 

  • Learn how AI analyzes patent and R&D data to identify chemical trends, aiding in compound optimization.
  • Discover how integrating diverse data sources streamlines the optimization of drug candidates, enhancing decision-making.

Author:

Christina V. McDonough

Principal
Fish & Richardson P.C.

Christina McDonough helps clients with patent prosecution, portfolio management, reexamination, counseling, and due diligence for clients ranging from small start-ups to large companies and academic institutions. She co-leads the firm’s standard essential patent (SEP) practice. 

Christina has particular expertise in the areas of artificial intelligence, digital therapeutics, bioinformatics and medical systems (e.g., telehealth, medical registries, readmission reductions, modeling and predictive analysis of biological data, genetic codes, and immunotherapy response), computational fluid dynamics (e.g., simulation of acoustic and fluid flow properties), complex data processing (e.g., big data and complex events), and financial algorithms (e.g., predictive modeling and forecasting of real-time security trades).

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Christina V. McDonough

Principal
Fish & Richardson P.C.

Christina McDonough helps clients with patent prosecution, portfolio management, reexamination, counseling, and due diligence for clients ranging from small start-ups to large companies and academic institutions. She co-leads the firm’s standard essential patent (SEP) practice. 

Christina has particular expertise in the areas of artificial intelligence, digital therapeutics, bioinformatics and medical systems (e.g., telehealth, medical registries, readmission reductions, modeling and predictive analysis of biological data, genetic codes, and immunotherapy response), computational fluid dynamics (e.g., simulation of acoustic and fluid flow properties), complex data processing (e.g., big data and complex events), and financial algorithms (e.g., predictive modeling and forecasting of real-time security trades).

Author:

Crystal Culhane Ph.D.

Principal
Fish & Richardson P.C.

Crystal Culhane, Ph.D., applies her extensive academic background in organic chemistry to help life sciences organization protect their products and innovations through U.S. and foreign patent prosecution, client counseling, due diligence, patentability and freedom to operate opinions, patent opinions, and post-grant proceedings.

Known as a responsive communicator with a strong depth of knowledge, Crystal works with clients ranging from universities to start-ups and growing companies to multinational organizations to prepare intellectual property strategies that suit their business goals.

In recent years, Crystal has worked with a number of pharmaceutical clients in high-impact patent prosecution. Her clients include a large pharmaceutical company for which she has helped develop and manage a portfolio of several hundred patent families and another which in 2021 received its first-ever FDA approval for a new drug that treats a rare liver disease.

Crystal earned her doctorate in chemistry at Johns Hopkins University, where her research focused on the design, synthesis, and evaluation of novel optical and radioactive small molecule prostate cancer imaging agents. She has significant experience in various scientific disciplines, including synthetic organic chemistry, radiochemistry, biology, radiobiology, and small animal imaging.

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Crystal Culhane Ph.D.

Principal
Fish & Richardson P.C.

Crystal Culhane, Ph.D., applies her extensive academic background in organic chemistry to help life sciences organization protect their products and innovations through U.S. and foreign patent prosecution, client counseling, due diligence, patentability and freedom to operate opinions, patent opinions, and post-grant proceedings.

Known as a responsive communicator with a strong depth of knowledge, Crystal works with clients ranging from universities to start-ups and growing companies to multinational organizations to prepare intellectual property strategies that suit their business goals.

In recent years, Crystal has worked with a number of pharmaceutical clients in high-impact patent prosecution. Her clients include a large pharmaceutical company for which she has helped develop and manage a portfolio of several hundred patent families and another which in 2021 received its first-ever FDA approval for a new drug that treats a rare liver disease.

Crystal earned her doctorate in chemistry at Johns Hopkins University, where her research focused on the design, synthesis, and evaluation of novel optical and radioactive small molecule prostate cancer imaging agents. She has significant experience in various scientific disciplines, including synthetic organic chemistry, radiochemistry, biology, radiobiology, and small animal imaging.

 

Jeremy Hill

VP, Payer Solutions
Optum

Jeremy Hill

VP, Payer Solutions
Optum

Jeremy Hill

VP, Payer Solutions
Optum

Join us for a demo showcasing the power of Google Cloud TPU by walking through the complete lifecycle of a model, from post-training to inference at massive scale.

We’ll show you how to post-train a model using new RL capabilities in MaxText and Tunix, then take that same model and serve it on TPU seamlessly with the new JAX backend in vLLM.

Learn about how to rightsize a workload for TPU for both training and inference, optimizing for performance-per-dollar from beginning to end.

Author:

Brittany Rockwell

Product Manager
Google Cloud

Brittany Rockwell is a Product Manager for AI Inference at Google Cloud, where she leads the development of the TPU backend in vLLM, the most popular OSS library for language model inference. She currently lives in Seattle, WA.

... read more

Brittany Rockwell

Product Manager
Google Cloud

Brittany Rockwell is a Product Manager for AI Inference at Google Cloud, where she leads the development of the TPU backend in vLLM, the most popular OSS library for language model inference. She currently lives in Seattle, WA.

Author:

Kyle Meggs

Product Manager
Google Cloud

Kyle Meggs is a Product Manager for JAX on Google Cloud. He enjoys helping customers train LLMs with MaxText and  diffusion models with MaxDiffusion on the latest TPUs and GPUs.

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Kyle Meggs

Product Manager
Google Cloud

Kyle Meggs is a Product Manager for JAX on Google Cloud. He enjoys helping customers train LLMs with MaxText and  diffusion models with MaxDiffusion on the latest TPUs and GPUs.