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Global IT-Enabled Healthcare Market Size to Exceed USD 366.05 Billion by 2028, At a CAGR of 11.50% by Technology Updates

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New York, NY, Jan. 30, 2023 (GLOBE NEWSWIRE) — According to Zion Market Research has published a new research report titled “IT-Enabled Healthcare Market By Type (Software And Services), By End-User (Public/Private Healthcare Institutions, Physicians, Healthcare Workers, And Others), And By Region – Global And Regional Industry Overview, Market Intelligence, Comprehensive Analysis, Historical Data, And Forecasts 2022 – 2028” in its research database.

“According to the latest research study, the demand of global IT-Enabled Healthcare Market size & share in terms of revenue was valued at USD 190.50 billion in 2021 and it is expected to surpass around USD 366.05 billion mark by 2028, growing at a compound annual growth rate (CAGR) of approximately 11.50% during the forecast period 2022 to 2028”

What is IT-Enabled Healthcare? How big is the IT-Enabled Healthcare Industry?

IT-Enabled Healthcare Report Coverage & Overview:

IT-supported healthcare services provide ample means to overcome the losses of current healthcare systems worldwide. As the goals of various governments worldwide to develop national priority health infrastructures are increasing, private and public health infrastructures in these countries have also been designed for a long time. Countries such as Algeria, Singapore, Argentina, Chile, China, Brazil, and India constantly strive to increase their public health initiative budgets through different private and government models. This attempt was made to expand to the mass user. In addition, the shortcomings of conservative paper-based technologies such as redundancy, high cost, and imperfections result in meaningless medical costs.

IT-backed healthcare provides a viable alternative to conservative systems to reduce unnecessary healthcare costs and improve the efficiency and quality of healthcare services. To increase the adoption of IT-enabled healthcare services and boost the global IT-enabled healthcare market, there is a need to address issues such as data corruption, intrusion, corruption, and fraud.

Get a Free Sample PDF of this Research Report for more Insights with a Table of Content, Research Methodology, and Graphs – https://www.zionmarketresearch.com/sample/it-enabled-healthcare-market

(A free sample of this report is available upon request; please contact us for more information.)

Our Free Sample Report Consists of the Following:

  • Introduction, Overview, and in-depth industry analysis are all included in the 2022 updated report.
  • The COVID-19 Pandemic Outbreak Impact Analysis is included in the package
  • About 248+ Pages Research Report (Including Recent Research)
  • Provide detailed chapter-by-chapter guidance on Request
  • Updated Regional Analysis with Graphical Representation of Size, Share, and Trends for the Year 2022
  • Includes Tables and figures have been updated
  • The most recent version of the report includes the Top Market Players, their Business Strategies, Sales Volume, and Revenue Analysis
  • Zion Market Research research methodology

(Please note that the sample of this report has been modified to include the COVID-19 impact study prior to delivery.)

Global IT-Enabled Healthcare Market: Growth Dynamics

The global IT-enabled healthcare market has experienced significant growth in recent years, driven by factors such as the increasing adoption of electronic health records (EHRs), telemedicine, and mobile health (mHealth) solutions. The COVID-19 pandemic has accelerated the adoption of these technologies, as they enable healthcare providers to offer remote patient care while maintaining social distancing. The market is expected to continue growing in the coming years, with a projected compound annual growth rate (CAGR) of around 11.50% from 2022 to 2028.

Healthcare organizations must implement sound data security management practices to ensure data protection, which will drive the global IT-enabled healthcare market. Interoperability issues related to healthcare IT solutions such as EHR (Electronic Health Records), patient identification, and other healthcare business processes, including clinical policies, impede the use of these services and are indirectly global. Therefore, it is hampering the IT-enabled healthcare market. For services to be executable, various medical IT solutions need to be streamlined and automated. The different network protocols also lead to interoperability issues between different IT networks, hampering the global market.

Directly Purchase a copy of the report with TOC @ https://www.zionmarketresearch.com/buynow/su/it-enabled-healthcare-market

Report Scope

Report Attribute Details
Market Size in 2021 USD 190.50 billion
Projected Market Size in 2028 USD 366.05 billion
CAGR Growth Rate 11.50% CAGR
Base Year 2021
Forecast Years 2022-2028
Key Market Players McKesson Corporation, eHealth Technologies, GE Healthcare, Johnson and Johnson Healthcare Systems Inc., Aerotel Medical Systems Ltd., Siemens AG, E*HealthLine.Com Inc., Allscripts Healthcare Solutions Inc., AT&T Inc., Apple Inc., MedShift, RxSafe LLC, Sectra, Wellbeing Software, and AirStrip Technologies LP
Key Segment By Type, By End-User, and By Region
Major Regions Covered North America, Europe, Asia Pacific, Latin America, and the Middle East &, Africa
Purchase Options Request customized purchase options to meet your research needs. Explore purchase options

IT-Enabled Healthcare Market: Segmentation Analysis

The global IT-enabled healthcare market is segregated based on type, end-use, and region. By type, the market is divided into software and services. Among these, the software segment is expected to dominate the market in the coming years. By end-user, the market is segmented into public/private healthcare institutions, physicians, healthcare workers, and others. Over the forecast period, the public/private healthcare institutions segment is expected to develop at the fastest rate due to a growing awareness of healthy lifestyles among consumers worldwide.

Get Infographicshttps://www.zionmarketresearch.com/content/uploadedimages/global-it-enabled-healthcare-market.png

The global IT-Enabled Healthcare market is segmented as follows:

By Type:

  • Software
  • Services

By End User:

  • Public/Private healthcare institutions
  • Physicians
  • Healthcare workers
  • Others

Browse the full “IT-Enabled Healthcare Market By Type (Software And Services), By End-User (Public/Private Healthcare Institutions, Physicians, Healthcare Workers, And Others), And By Region – Global And Regional Industry Overview, Market Intelligence, Comprehensive Analysis, Historical Data, And Forecasts 2022 – 2028” Report at https://www.zionmarketresearch.com/report/it-enabled-healthcare-market

Competitive Landscape

Some of the main competitors dominating the global IT-Enabled Healthcare market include – 

  • McKesson Corporation
  • eHealth Technologies
  • GE Healthcare
  • Johnson and Johnson Healthcare Systems Inc.
  • Aerotel Medical Systems Ltd.
  • Siemens AG
  • E*HealthLine.Com Inc.
  • Allscripts Healthcare Solutions Inc.
  • AT&T Inc.
  • Apple Inc.
  • MedShift
  • RxSafe LLC
  • Sectra
  • Wellbeing Software
  • AirStrip Technologies LP

Key Insights from Primary Research:

  • The global IT-enabled healthcare market was worth around USD 190.50 billion in 2021 and is estimated to grow to about USD 366.05 billion by 2028, with a compound annual growth rate (CAGR) of approximately 11.50 percent over the forecast period.
  • In terms of revenue, the IT-Enabled Healthcare market size was valued at around US$ 190.50 billion in 2021 and is projected to reach US$ 366.05 billion by 2028.
  • Low Internet penetration in emerging markets is expected to hinder market growth.
  • Growth in the public / private healthcare segment can be driven by increased awareness of healthy lifestyles worldwide.
  • Market participant initiatives are supported by favorable political framework conditions of governments in many North American countries

Have Any Query? Ask Our Experts: https://www.zionmarketresearch.com/inquiry/it-enabled-healthcare-market

Key questions answered in this report:

  • What is the market size and growth rate forecast for IT-Enabled Healthcare industry?
  • What are the main driving factors propelling the IT-Enabled Healthcare Market forward?
  • What are the leading companies in the IT-Enabled Healthcare Industry?
  • What segments does the IT-Enabled Healthcare Market cover?
  • How can I receive a free copy of the IT-Enabled Healthcare Market sample report and company profiles?

Key Offerings:

  • Market Size & Forecast by Revenue | 2022−2028
  • Market Dynamics – Leading Trends, Growth Drivers, Restraints, and Investment Opportunities
  • Market Segmentation – A detailed analysis By Product Type, By End-User, and By Region
  • Competitive Landscape – Top Key Vendors and Other Prominent Vendors

Request for Customization on this Report as per your requirements – https://www.zionmarketresearch.com/custom/2669

(We tailor your report to meet your specific research requirements. Inquire with our sales team about customising your report.)

Regional Analysis:

North America dominates the global IT-enabled healthcare market as it promotes economic and government initiatives to digitize and automate the tasks of various healthcare organizations, including hospitals, pharmacies, nursing homes, and other healthcare organizations. Therefore, the increasing adoption of cloud-based PACS is expected to provide favorable growth opportunities for players in the North American market. Furthermore, cloud-based PACS has several advantages, including on-demand self-service, extensive network access, resource pooling, rapid resilience, and pay-as-you-go services that are anticipated to drive the North American market growth.

By Region

  • North America
    • U.S.
    • Canada
    • Rest of North America
  • Europe
    • France
    • UK
    • Spain
    • Germany
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Rest of Asia Pacific
  • The Middle East & Africa
    • Saudi Arabia
    • South Africa
    • Rest of the Middle East & Africa
  • Latin America
    • Brazil
    • Argentina
    • Rest of Latin America

Recent Developments

  • August 2022, Regard, an artificial intelligence (AI) software firm and Maryland-located TidalHealth have launched a collaboration intended to boost patient diagnosis accuracy, improve revenue, and decrease clinician burnout through improved documentation.
  • August 2022, Clarify Health is introducing a new platform that makes use of behavioral science to push providers toward value-based care. The new digital tool, Named Clarify Advance, can direct decision-making by providing “salient and timely monetary incentives” for clinicians choosing higher-value service sites. The platform has enhanced the use of high-value care by providers by 15%.

To know an additional revised 2022 list of market players, request a brochure of the report: https://www.zionmarketresearch.com/requestbrochure/it-enabled-healthcare-market

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Artificial Intelligence

IBM, Government of Canada, Government of Quebec Sign Agreements to Strengthen Canada’s Semiconductor Industry

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Up to $187M CAD to be invested to progress expansion of chip packaging capacity and capabilities and to strengthen R&D at IBM Canada’s Bromont plant
BROMONT, QC, April 26, 2024 /PRNewswire/ — IBM (NYSE: IBM), the Government of Canada, and the Government of Quebec today announced agreements that will strengthen Canada’s semiconductor industry, and further develop the assembly, testing and packaging (ATP) capabilities for semiconductor modules to be used across a wide range of applications including telecommunications, high performance computing, automotive, aerospace & defence, computer networks, and generative AI, at IBM Canada’s plant in Bromont, Quebec. The agreements reflect a combined investment valued at approximately $187M CAD.

“Today’s announcement is a massive win for Canada and our dynamic tech sector. It will create high-paying jobs, invest in innovation, strengthen supply chains, and help make sure the most advanced technologies are Canadian-made. Semiconductors power the world, and we’re putting Canada at the forefront of that opportunity,” said the Right Honourable Justin Trudeau, Prime Minister of Canada
In addition to the advancement of packaging capabilities, IBM will be conducting R&D to develop methods for scalable manufacturing and other advanced assembly processes to support the packaging of different chip technologies, to further Canada’s role in the North American semiconductor supply chain and expand and anchor Canada’s capabilities in advanced packaging.
The agreements also allow for collaborations with small and medium-sized Canadian-based enterprises with the intent of fostering the development of a semiconductor ecosystem, now and into the future.
“IBM has long been a leader in semiconductor research and development, pioneering breakthroughs to meet tomorrow’s challenges. With the demand for compute surging in the age of AI, advanced packaging and chiplet technology is becoming critical for the acceleration of AI workloads,” said Darío Gil, IBM Senior Vice President and Director of Research. “As one of the largest chip assembly and testing facilities in North America, IBM’s Bromont facility will play a central role in this future. We are proud to be working with the governments of Canada and Quebec toward those goals and to build a stronger and more balanced semiconductor ecosystem in North America and beyond.”
IBM Canada’s Bromont plant is one of North America’s largest chip assembly and testing facilities, having operated in the region for 52 years. Today, the facility transforms advanced semiconductor components into state-of-the-art microelectronic solutions, playing a key role in IBM’s semiconductor R&D leadership alongside IBM’s facilities at the Albany NanoTech Complex and throughout New York’s Hudson Valley. These agreements will help to further establish a corridor of semiconductor innovation from New York to Bromont. 
“Advanced packaging is a crucial component of the semiconductor industry, and IBM Canada’s Bromont plant has led the world in this process for decades,” said Deb Pimentel, president of IBM Canada. “Building upon IBM’s 107-year legacy of technology innovation and R&D in Canada, the Canadian semiconductor industry will now become even stronger, allowing for robust supply chains and giving Canadians steady access to even more innovative technologies and products. This announcement represents just one more example of IBM’s leadership and commitment to the country’s technology and business landscape.”
Chip packaging, the process of connecting integrated circuits on a chip or circuit board, has become more complex as electronic devices have shrunk and the components of chips themselves get smaller and smaller. IBM announced the world’s first 2 nanometer chip technology in 2021 and, as the semiconductor industry moves towards new methods of chip construction, advances in packaging will grow in importance. 
“Semiconductors are part of our everyday life. They are in our phones, our cars, and our appliances. Through this investment, we are supporting Canadian innovators, creating good jobs, and solidifying Canada’s semiconductor industry to build a stronger economy. Canada is set to play a larger role in the global semiconductor industry thanks to projects like the one we are announcing today. Because, when we invest in semiconductor and quantum technologies, we invest in economic security.”  — The Honourable François-Philippe Champagne, Minister of Innovation, Science and Industry
“This investment by IBM in Bromont will ensure that Quebec continues to stand out in the field of microelectronics. An increase in production capacity will solidify Quebec’s position in the strategic microelectronics sector in North America.” — The Honourable Pierre Fitzgibbon, Minister of Economy, Innovation and Energy, Minister responsible for Regional Economic Development and Minister responsible for the Metropolis and the Montreal region
About IBMIBM is a leading provider of global hybrid cloud and AI, and consulting expertise. We help clients in more than 175 countries capitalize on insights from their data, streamline business processes, reduce costs and gain the competitive edge in their industries. More than 4,000 government and corporate entities in critical infrastructure areas such as financial services, telecommunications and healthcare rely on IBM’s hybrid cloud platform and Red Hat OpenShift to affect their digital transformations quickly, efficiently and securely. IBM’s breakthrough innovations in semiconductors, AI, quantum computing, industry-specific cloud solutions and consulting deliver open and flexible options to our clients. All of this is backed by IBM’s legendary commitment to trust, transparency, responsibility, inclusivity and service. Visit www.ibm.com for more information. 
Media ContactLorraine BaldwinIBM [email protected] 
Willa HahnIBM [email protected]
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Artificial Intelligence

HITACHI ACQUIRES MA MICRO AUTOMATION OF GERMANY IN EFFORT TO ACCELERATE GLOBAL EXPANSION OF ROBOTIC SI BUSINESS IN THE MEDICAL AND OTHER FIELDS

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HOLLAND, Mich., April 26, 2024 /PRNewswire/ — Hitachi Ltd. (TSE: 6501, “Hitachi”) has signed a stock purchase agreement on April 26 to acquire all shares of MA micro automation GmbH (“MA micro automation”, headquartered in St. Leon-Rot, Germany) from MAX Management GmbH (a subsidiary of MAX Automation SE). MA micro automation is a leading provider of robotic and automation technology (robotic SI) including high-speed linear handling systems, high-precision assembly lines, and high-speed vision inspection technology for Europe, North America, and Southeast Asia, for EUR 71.5M million. The transaction is expected to close in the second half of 2024, pending completion of the customary regulatory filings. After the acquisition is completed, MA micro automation will join JR Automation Technologies, LLC (“JR Automation”), a market leader in providing advanced automation solutions and digital technologies in the robotic system integration business for North America, Europe, and Southeast Asia as a continued effort to expand the company’s global presence.

MA micro automation is a technology leader for automation solutions within micro-assembly. Through its state-of-the-art proprietary high-speed and high-precision automation know-how, combined with unique optical image inspection capabilities, MA micro automation serves high-growth med-tech automation end-markets, covering the production, assembly, and testing medical and optical components including contact lenses, IVD and diabetes diagnostics consumables, and injection molding for medical use. The company was established in 2003 through a carve-out from Siemens*1 and since 2013 has been part of the MAX Automation group. 
JR Automation is a leading provider of intelligent automated manufacturing technology solutions, serving customers across the globe in a variety of industries including automotive, life sciences, e-mobility, consumer and industrial products. With over 20 locations between North America, Europe, and Southeast Asia, the leading integrator offers nearly 2 million square feet (185,806 sq. m) of available build and engineering floorspace. This acquisition allows JR Automation to further grow and strengthen both the company’s geographical footprint and their continued commitment on expanding support capabilities within the European region and medical market vertical.
“MA micro automation provides engineering, build and support expertise with established capabilities in complex vision applications, high-speed and high-precision automation technologies. When integrated with JR Automation’s uniform global process and digital technologies, this partnership will further enhance our ability to deliver added value and support to all of our customers worldwide and continue to grow our capabilities in the medical market,” says Dave DeGraaf, CEO of JR Automation. “As we integrate this new dimension, impressive talents and abilities of the MA micro automation team we further enhance our ability to serve our customers, creating a more robust and globally balanced offering.”
With this acquisition, Hitachi aims to further enhance its ability to provide a “Total Seamless Solution*2” to connect manufacturer’s factory floors seamlessly and digitally with their front office data, allowing them to achieve total optimization and bringing Industry 4.0 to life. This “Total Seamless Solution” strategy links organizations’ operational activities such as engineering, supply chain, and purchasing to the plant floor and allows for real time, data-driven decision-making that improves the overall business value for customers.
Kazunobu Morita, Vice President and Executive Officer, CEO of Industrial Digital Business Unit, Hitachi, Ltd. says, “We are very pleased to welcome MA micro automation to the Hitachi Group. The team is based in Europe, providing robotic SI to global medical device manufacturing customers with its high technological capabilities and will join forces with JR Automation and Hitachi Automation to strengthen our global competitiveness. Hitachi aims to enhance its ability to provide value to customers and grow alongside them by leveraging its strengths in both OT, IT, including robotic SI, and “Total Seamless Solution” through Lumada*3’s customer co-creation framework.”
Joachim Hardt, CEO MA micro automation GmbH says, “Following the successful establishment and growth of MA micro automation within the attractive automation market for medical technology products, we are now opening a new chapter. Our partnership with Hitachi will not only strengthen our global competitive position, but we will also benefit from joint technological synergies and a global market presence.  We look forward to a synergistic partnership with Hitachi and JR Automation.”
Outline of MA micro automation    
Name
MA micro automation GmbH
Head Office
St. Leon-Rot, Germany
Representative
Joachim Hardt (CEO)
Outline of Business
Automation solutions within micro-assembly
Total no. of Employees:
Approx. 200 (As of April 2024)
Founded
2003
Revenues (2023)
€ 46.5 million
Website

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*1
“Siemens” is a registered trademark or trademark of Siemens Trademark GmbH & Co. KG in the U.S. and other countries.
*2
“Total Seamless Solution” is a registered trademark of Hitachi, Ltd. in the U.S. and Japan.
*3
Lumada: A collective term for solutions, services and technologies based on Hitachi’s advanced digital technologies for creating value from customers’ data accelerating digital innovation. https://www.hitachi.com/products/it/lumada/global/en/index.html
About JR AutomationEstablished in 1980, JR Automation is a leading provider of intelligent automated manufacturing technology solutions that solve customers’ key operational and productivity challenges. JR Automation serves customers across the globe in a variety of industries, including automotive, life sciences, aerospace, and more.  
In 2019, JR Automation was acquired by Hitachi, Ltd. In a strategic effort towards offering a seamless connection between the physical and cyber space for industrial manufacturers and distributers worldwide. With this partnership, JR Automation provides customers a unique, single-source solution for complete integration of their physical assets and data information, offering greater speed, flexibility, and efficiencies towards achieving their Industry 4.0 visions. JR Automation employs over 2,000 people at 21 manufacturing facilities in North America, Europe, and Asia.  For more information, please visit www.jrautomation.com.   
About Hitachi, Ltd.Hitachi drives Social Innovation Business, creating a sustainable society through the use of data and technology. We solve customers’ and society’s challenges with Lumada solutions leveraging IT, OT (Operational Technology) and products. Hitachi operates under the 3 business sectors of “Digital Systems & Services” – supporting our customers’ digital transformation; “Green Energy & Mobility” – contributing to a decarbonized society through energy and railway systems, and “Connective Industries” – connecting products through digital technology to provide solutions in various industries. Driven by Digital, Green, and Innovation, we aim for growth through co-creation with our customers. The company’s revenues as 3 sectors for fiscal year 2023 (ended March 31, 2024) totaled 8,564.3 billion yen, with 573 consolidated subsidiaries and approximately 270,000 employees worldwide. For more information on Hitachi, please visit the company’s website at https://www.hitachi.com.
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$10 million Artificial Intelligence Mathematical Olympiad Prize appoints further advisory committee members

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D. Sculley, Kevin Buzzard, Leo de Moura, Lester Mackey and Peter J. Liu appointed to the advisory committee for the Artificial Intelligence Mathematical Olympiad Prize.
LONDON, April 26, 2024 /PRNewswire/ — XTX Markets’ newly created Artificial Intelligence Mathematical Olympiad Prize (‘AIMO Prize’) is a $10mn challenge fund designed to spur the creation of a publicly shared AI model capable of winning a gold medal in the International Mathematical Olympiad (IMO).

XTX Markets is delighted to announce the appointment of five further advisory committee members. This group brings great expertise in machine learning, including D. Sculley, the CEO of Kaggle; Lester Mackey, a Principal Researcher at Microsoft Research and a Macarthur Fellow; and Peter J. Liu, a research scientist at Google DeepMind.
Prolific mathematicians Kevin Buzzard, who achieved a perfect score in the International Mathematical Olympiad, and Leo De Moura who is the Chief Architect for Lean, the automated reasoning tool, also join the advisory group.
They join the existing advisory committee members Terence Tao and Timothy Gowers, both winners of the Fields Medal, as well as Dan Roberts, Geoff Smith and Po-Shen Loh.
The AIMO Advisory Committee will support the development of the AIMO Prize, including advising on appropriate protocols and technical aspects, and designing the various competitions and prizes.
Simon Coyle, Head of Philanthropy at XTX Markets, commented:
“We are thrilled to complete the AIMO Advisory Committee with the appointments of D., Kevin, Leo, Lester and Peter. Together, they have enormous experience in machine learning and automated reasoning and are already bringing expertise and wisdom to the AIMO Prize. We look forward to announcing the winners of the AIMO’s first Progress Prize soon, and then publicly sharing the AI models to support the open and collaborative development of AI.”
Further information on the AIMO Prize
There will be a grand prize of $5mn for the first publicly shared AI model to enter an AIMO approved competition and perform at a standard equivalent to a gold medal in the IMO. There will also be a series of progress prizes, totalling up to $5mn, for publicly shared AI models that achieve key milestones towards the grand prize.
The first AIMO approved competition opened to participants in April 2024 on the Kaggle competition platform. The first progress prize focuses on problems pitched at junior and high-school level maths competitions. There is a total prize pot of $1.048m for the first progress prize, of which at least $254k will be awarded in July 2024, There will be a presentation of progress held in Bath, England in July 2024, as part of the 65th IMO.
For more information on the AIMO Prize visit: https://aimoprize.com/ or the competition page on Kaggle: https://www.kaggle.com/competitions/ai-mathematical-olympiad-prize/
Advisory Committee member profiles:
D. Sculley
D. is the CEO at Kaggle. Prior to joining Kaggle, he was a director at Google Brain, leading research teams working on robust, responsible, reliable and efficient ML and AI. In his career in ML, he has worked on nearly every aspect of machine learning, and has led both product and research teams including those on some of the most challenging business problems. Some of his well-known work involves ML technical debt, ML education, ML robustness, production-critical ML, and ML for scientific applications such as protein design.
Kevin Buzzard
Kevin a professor of pure mathematics at Imperial College London, specialising in algebraic number theory. As well as his research and teaching, he has a wide range of interests, including being Deputy Head of Pure Mathematics, Co-Director of a CDT and the department’s outreach champion. He is currently focusing on formal proof verification, including being an active participant in the Lean community. From October 2024, he will be leading a project to formalise a 21st century proof of Fermat’s Last Theorem. Before joining Imperial, some 20 years ago, he was a Junior Research Fellow at the University of Cambridge, where he had previously been named ‘Senior Wrangler’ (the highest scoring undergraduate mathematician). He was also a participant in the International Mathematical Olympiad, winning gold with a perfect score in 1987. He has been a visitor at the IAS in Princeton, a visiting lecturer at Harvard, has won several prizes both for research and teaching, and has given lectures all over the world.
Leo de Moura
Leo is a Senior Principal Applied Scientist in the Automated Reasoning Group at AWS. In his spare time, he dedicates himself to serving as the Chief Architect of the Lean FRO, a non-profit organization that he proudly co-founded alongside Sebastian Ullrich. He is also honoured to hold a position on the Board of Directors at the Lean FRO, where he actively contributes to its growth and development. Before joining AWS in 2023, he was a Senior Principal Researcher in the RiSE group at Microsoft Research, where he worked for 17 years starting in 2006. Prior to that, he worked as a Computer Scientist at SRI International. His research areas are automated reasoning, theorem proving, decision procedures, SAT and SMT. He is the main architect of several automated reasoning tools: Lean, Z3, Yices 1.0 and SAL. Leo’s work in automated reasoning has been acknowledged with a series of prestigious awards, including the CAV, Haifa, and Herbrand awards, as well as the Programming Languages Software Award by the ACM. Leo’s work has also been reported in the New York Times and many popular science magazines such as Wired, Quanta, and Nature News.
Lester Mackey
Lester Mackey is a Principal Researcher at Microsoft Research, where he develops machine learning methods, models, and theory for large-scale learning tasks driven by applications from climate forecasting, healthcare, and the social good. Lester moved to Microsoft from Stanford University, where he was an assistant professor of Statistics and, by courtesy, of Computer Science. He earned his PhD in Computer Science and MA in Statistics from UC Berkeley and his BSE in Computer Science from Princeton University. He co-organized the second place team in the Netflix Prize competition for collaborative filtering; won the Prize4Life ALS disease progression prediction challenge; won prizes for temperature and precipitation forecasting in the yearlong real-time Subseasonal Climate Forecast Rodeo; and received best paper, outstanding paper, and best student paper awards from the ACM Conference on Programming Language Design and Implementation, the Conference on Neural Information Processing Systems, and the International Conference on Machine Learning. He is a 2023 MacArthur Fellow, a Fellow of the Institute of Mathematical Statistics, an elected member of the COPSS Leadership Academy, and the recipient of the 2023 Ethel Newbold Prize.
Peter J. Liu
Peter J. Liu is a Research Scientist at Google DeepMind in the San Francisco Bay area, doing machine learning research with a specialisation in language models since 2015 starting in the Google Brain team. He has published and served as area chair in top machine learning and NLP conferences such as ICLR, ICML, NEURIPS, ACL and EMNLP. He also has extensive production experience, including launching the first deep learning model for Gmail Anti-Spam, and using neural network models to detect financial fraud for top banks. He has degrees in Mathematics and Computer Science from the University of Toronto.
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