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OpGen Reports First Quarter 2022 Financial Results and Provides Business Update

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  • Total Q1 2022 revenues of $0.5 million
  • Cash position of approximately $30.7 million to reach into Q1-2023
  • Management conference call scheduled for May 12, 2022, at 4:30 p.m. EDT

ROCKVILLE, Md., May 12, 2022 (GLOBE NEWSWIRE) — OpGen, Inc. (Nasdaq: OPGN, “OpGen” or “the Company”), a precision medicine company harnessing the power of molecular diagnostics and bioinformatics to help combat infectious disease, reported its first quarter 2022 financial and operating results. Management will host an investor call to discuss quarterly results and provide a business update.

“We are excited about our 2022 progress to date, as we continue to achieve our key milestones,” said Oliver Schacht, President & CEO of OpGen. “We started off the year with successful V&V testing of our Unyvero A30 RQ instrument, and we received positive interim data results of the Unyvero Urinary Tract Infection (UTI) Panel and we are moving forward towards completing the enrollment of the UTI clinical trial and anticipated subsequent FDA submission in the second half of 2022.”

Dr. Schacht continued, “We are executing on our key milestones and expanding and nurturing our network of partnerships and collaborations. Also, we have seen over 76% growth in direct sales in the U.S. compared to the first quarter of last year. We are excited about the year ahead and look forward to continuing the fight against antimicrobial resistance.”

First Quarter 2022 Financial Results of OpGen, Inc.

  • Total revenue for the first quarter of 2022 was approximately $0.47 million, compared with $0.83 million in the first quarter of 2021.
  • Operating expenses for the first quarter of 2022 were approximately $6.3 million, compared with $7.1 million in the first quarter of 2021.
  • The net loss available to common stockholders for the first quarter of 2022 was approximately $6.8 million, or $0.15 per share, compared with $14.9 million, or $0.50 per share, in the first quarter of 2021. This was primarily due to a one-time non-cash accounting charge for the Company’s warrant inducement transaction consummated in Q1-2021.
  • Cash and cash equivalents were approximately $30.7 million as of March 31, 2022, compared with $36.1 million as of December 31, 2021.

“Despite the continued COVID headwinds, there were bright spots in the growth in direct product sales in the U.S.,” said Albert Weber, OpGen’s Chief Financial Officer. “Based on this progress and a healthy funnel of commercial opportunities, we remain optimistic about the future growth trajectory of the company in the coming quarters.”

Mr. Weber also commented on the restructuring of the repayment of the first tranche of the loan from the European Investment Bank (EIB) to OpGen’s German subsidiary, Curetis GmbH (Curetis). In April, OpGen announced that Curetis and the EIB plan to restructure the repayment of the first debt tranche which became due in April 2022. Based on this plan, the Company repaid euro 5 million in April 2022 and expects to amortize the remainder of the debt tranche of approximately euro 8.35 million (balance as of the twelve-month period beginning in May 2022) in monthly instalments of about euro 0.7 million. Mr. Weber stated that, “We’ve approached our debt repayment in a strategic way that gives us greater flexibility to manage our cash and avoid reserving large amounts of shares from our authorized common at a time when share price has been under quite some pressure.”  

In the reporting quarter and year to date, the Company reached the following key milestones:

  • OpGen completed the successful verification and validation (V&V) and lifetime testing of its Unyvero A30 RQ instruments. This testing clears the path for the Company to finalize the new platform instrument and prepare the build of its first set of series-ready instruments which is expected to occur later this year.
  • In February 2022, OpGen data was published in the Journal of Clinical Microbiology for its Acuitas AMR Gene Panel Multicenter Clinical Trial.
  • OpGen received positive interim data results on the Unyvero UTI Panel and is on track to complete enrollment of the UTI clinical trial in the second half of 2022 and subsequently submit to the FDA.
  • Ares Genetics and Sandoz extended their existing master services agreement until January 31, 2025. This collaboration focuses on next-generation sequencing (NGS) and artificial intelligence (AI) assisted bioinformatics solutions for surveillance and drug repurposing efforts.
  • Ares Genetics commercially launched new sequencing and analysis services globally, which includes ARESid and ARESiss Express, aimed at clinical microbiologists and specialists in public health and infection prevention and control. These services are performed at Ares Genetics’ service laboratory in Vienna, Austria and are anticipated to be launched in the U.S. later this year.
  • OpGen’s subsidiary Curetis and the EIB plan to restructure the first tranche of debt that came due in April 2022. Subject to finalization of definitive legal agreements, Curetis repaid euro 5.0 million in cash in April 2022 and will pay the remainder of the debt tranche amounting to approximately euro 8.35 million or approximately $9 million at current foreign exchange rates. Payments of such amount will be amortized over the course of the next 12 month-period and paid in equal monthly installments of approximately euro 0.7 million in cash, beginning at the end of May 2022. Interest rates on the remaining debt would remain unchanged at 10% per annum. The equity linked percent participation interest or PPI would increase from 0.3% to 0.75% of OpGen’s market cap as of June 2024. The remaining two tranches of debt maturing in 2023 and 2024 are unchanged at this time.

In terms of fiscal 2022 guidance, OpGen expects:

  • U.S. direct product sales of Unyvero and Acuitas are anticipated to grow by at least 50%;
  • Continued growth in its European and international distribution business for Unyvero products albeit at more moderate growth rates;
  • Improved traction of Ares Genetics related services and software solutions business;
  • Overall, 2022 revenue growth of approximately around 25% to 50% year over year from the products and services business; and
  • Potential upside from future strategic partnering or licensing deal(s) for the Unyvero A30 platform or the Ares database assets.

Conference Call Information

OpGen’s management will host a conference call today, May 12th at 4:30 p.m. EDT, to go over the first quarter financial results and business activities, as well as answer analyst questions.

Dial-in Information
U.S. Dial-in Number: +1-877-704-4453
International Dial-in Number: +1-201-389-0920
Webcast: https://services.choruscall.com/mediaframe/webcast.html?webcastid=n37Dadqy
Conference ID: 13729189

Following the conclusion of the conference call, a replay will be available through May 26th, 2022.
The live, listen-only webcast of the conference call may also be accessed by visiting the Investors section of the Company’s website at www.opgen.com.
A replay of the webcast will be available following the conclusion of the call and will be archived on the Company’s website for 90 days. Replay access information is below:

Replay Information
U.S. Dial-in Number: +1-844-512-2921
International Dial-in Number: +1-412-317-6671
Replay PIN: 13729189

About OpGen, Inc.

OpGen, Inc. (Rockville, MD, USA) is a precision medicine company harnessing the power of molecular diagnostics and bioinformatics to help combat infectious disease. Along with our subsidiaries, Curetis GmbH and Ares Genetics GmbH, we are developing and commercializing molecular microbiology solutions helping to guide clinicians with more rapid and actionable information about life threatening infections to improve patient outcomes, and decrease the spread of infections caused by multidrug-resistant microorganisms, or MDROs. OpGen’s product portfolio includes Unyvero®, Acuitas® AMR Gene Panel and the ARES Technology Platform including ARESdb®, using NGS technology and AI-powered bioinformatics solutions for antibiotic response prediction.

For more information, please visit www.opgen.com.

Forward-Looking Statements

This press release includes statements regarding the first quarter 2022 financials of OpGen and the current business of OpGen. These statements and other statements regarding OpGen’s future plans and goals constitute “forward-looking statements” within the meaning of Section 27A of the Securities Act of 1933 and Section 21E of the Securities Exchange Act of 1934 and are intended to qualify for the safe harbor from liability established by the Private Securities Litigation Reform Act of 1995. Such statements are subject to risks and uncertainties that are often difficult to predict, are beyond our control, and which may cause results to differ materially from expectations. Factors that could cause our results to differ materially from those described include, but are not limited to, the success of our commercialization efforts, our ability to successfully, timely and cost-effectively develop, seek and obtain regulatory clearance for and commercialize our product and services offerings, the rate of adoption of our products and services by hospitals and other healthcare providers, the fact that we may not effectively use proceeds from recent financings, the continued realization of expected benefits of our business combination transaction with Curetis GmbH, the continued impact of COVID-19 on the Company’s operations, financial results, and commercialization efforts as well as on capital markets and general economic conditions, our ability to satisfy debt obligations under our loan with the European Investment Bank, the effect of the military action in Russia and Ukraine on our distributors, collaborators and service providers, our liquidity and working capital requirements, the effect on our business of existing and new regulatory requirements, and other economic and competitive factors. For a discussion of the most significant risks and uncertainties associated with OpGen’s business, please review our filings with the Securities and Exchange Commission. You are cautioned not to place undue reliance on these forward-looking statements, which are based on our expectations as of the date of this press release and speak only as of the date of this press release. We undertake no obligation to publicly update or revise any forward-looking statement, whether as a result of new information, future events or otherwise.

OpGen, Inc.
Consolidated Balance Sheets
(unaudited)
           
    March 31, 2022   December 31, 2021  
Assets          
Current assets          
Cash and cash equivalents   $ 30,653,410     $ 36,080,392    
Accounts receivable, net     265,885       1,172,396    
Inventory, net     1,361,221       1,239,456    
Prepaid expenses and other current assets     1,212,195       1,250,331    
Total current assets     33,492,711       39,742,575    
Property and equipment, net      3,721,720       4,011,748    
Finance lease right-of-use assets, net     50,756       90,467    
Operating lease right-of-use assets     1,706,346       1,814,396    
Goodwill     7,316,883       7,453,007    
Intangible assets, net     14,054,168       14,530,209    
Strategic inventory     3,448,808       3,472,337    
Other noncurrent assets     468,041       551,794    
Total assets   $ 64,259,433     $ 71,666,533    
Liabilities and Stockholders’ Equity          
Current liabilities          
Accounts payable   $ 865,440     $ 1,307,081    
Accrued compensation and benefits     1,695,557       1,621,788    
Accrued liabilities     1,582,882       1,965,845    
Current maturities of long-term debt     14,394,824       14,519,113    
Short-term finance lease liabilities     26,462       43,150    
Short-term operating lease liabilities     447,710       459,792    
Total current liabilities     19,012,875       19,916,769    
Long-term debt, net     7,955,483       7,176,251    
Derivative liabilities     114,804       228,589    
Long-term finance lease liabilities     2,803       3,644    
Long-term operating lease liabilities     2,860,703       2,977,402    
Other long-term liabilities     141,631       146,798    
Total liabilities     30,088,299       30,449,453    
Stockholders’ equity          
Preferred stock, $0.01 par value; 10,000,000 shares authorized; none issued and outstanding at March 31, 2022 and December 31, 2021, respectively              
Common stock, $0.01 par value; 100,000,000 shares authorized; 46,557,750 and 46,450,250 shares issued and outstanding at March 31, 2022 and December 31, 2021, respectively     465,578       464,503    
Additional paid-in capital     275,949,034       275,708,490    
Accumulated deficit     (242,345,255 )     (235,541,539 )  
Accumulated other comprehensive income     101,777       585,626    
Total stockholders’ equity     34,171,134       41,217,080    
Total liabilities and stockholders’ equity   $ 64,259,433     $ 71,666,533    
           
OpGen, Inc.  
Consolidated Statements of Operations and Comprehensive Loss  
(unaudited)  
           
    Three Months Ended March 31,  
      2022       2021    
Revenue          
Product sales   $ 366,052     $ 613,918    
Laboratory services     42,929       97,726    
Collaboration revenue     60,764       118,072    
Total revenue     469,745       829,716    
Operating expenses          
Cost of products sold     291,997       554,054    
Cost of services     30,562       104,984    
Research and development     2,316,441       2,813,491    
General and administrative     2,625,053       2,663,657    
Sales and marketing     1,051,432       899,252    
Impairment of right-of-use asset           55,496    
Total operating expenses     6,315,485       7,090,934    
Operating loss     (5,845,740 )     (6,261,218 )  
Other (expense) income          
Warrant inducement expense           (7,755,541 )  
Interest and other income     3,121       4,925    
Interest expense     (1,269,581 )     (1,164,982 )  
Foreign currency transaction gains     198,740       427,615    
Change in fair value of derivative financial instruments     109,744       (101,390 )  
Total other expense     (957,976 )     (8,589,373 )  
Loss before income taxes     (6,803,716 )     (14,850,591 )  
Provision for income taxes              
Net loss   $ (6,803,716 )   $ (14,850,591 )  
Net loss available to common stockholders   $ (6,803,716 )   $ (14,850,591 )  
Net loss per common share – basic and diluted   $ (0.15 )   $ (0.50 )  
Weighted average shares outstanding – basic and diluted     46,483,694       29,485,067    
Net loss   $ (6,803,716 )   $ (14,850,591 )  
Other comprehensive loss – foreign currency translation     (483,849 )     (1,078,479 )  
Comprehensive loss   $ (7,287,565 )   $ (15,929,070 )  
           

OpGen:
Oliver Schacht
President and CEO
[email protected]

OpGen Press Contact:
Matthew Bretzius 
FischTank Marketing and PR
[email protected]

OpGen Investor Contact:
Alyssa Factor
Edison Group
[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

Home


*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.
Photo – https://mma.prnewswire.com/media/2398552/CENTAURI_IVD_Platform.jpg Logo – https://mma.prnewswire.com/media/2392427/4673549/JR_Automation_and_Hitachi_Combined_Mark_full_color_Logo.jpg
 

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Artificial Intelligence

$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.
About XTX Markets:
XTX Markets is a leading financial technology firm which partners with counterparties, exchanges and e-trading venues globally to provide liquidity in the Equity, FX, Fixed Income and Commodity markets. XTX has over 200 employees based in London, Paris, New York, Mumbai, Yerevan and Singapore. XTX is consistently a top 5 liquidity provider globally in FX (Euromoney 2018-present) and is also the largest European equities (systematic internaliser) liquidity provider (Rosenblatt FY: 2020-2023).
The company’s corporate philanthropy focuses on STEM education and maximum impact giving (alongside an employee matching programme). Since 2017, XTX has donated over £100mn to charities and good causes, establishing it as a major donor in the UK and globally.
In a changing world XTX Markets is at the forefront of making financial markets fairer and more efficient for all.
 

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Artificial Intelligence

Hikvision redefines urban mobility with AIoT-powered solutions at Intertraffic 2024

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hikvision-redefines-urban-mobility-with-aiot-powered-solutions-at-intertraffic-2024

HANGZHOU, China, April 26, 2024 /PRNewswire/ — Hikvision made a significant appearance at Intertraffic Amsterdam, the leading global trade fair for mobility and traffic technology. At the trade event, Hikvision unveiled a suite of traffic, transport, and parking management solutions and products powered by Artificial Intelligence of Things (AIoT) technology, which promised to improve urban mobility, road safety, and operational efficacy.

Elevating urban traffic intelligence with AIoT
One highlight of the Hikvision stand was its intelligent urban traffic solution, which leveraged the power of AIoT to deliver comprehensive real-time monitoring, incident detection, and traffic control. This solution intelligently reshapes traffic dynamics, offering a more responsive and data-driven approach to enhance situational awareness and traffic management. Key innovations in the solution included:
Hikvision’s radar-video fusion camerasThese combine the range perception of radar with the visual perception of video. The 4 MP Radar and Video Vehicle Detector, for example, helps to enhance road safety by providing early warning of potential hazards in challenging situations such as blind spots at intersections and obstacles outside the visual range.Hikvision’s All-In-One Traffic SpotterThis stands out with its multifaceted design incorporating video, radar, and lighting technologies for heightened traffic violation detection. Its streamlined column design facilitates effortless installation.Hikvision’s Radar-Linked PTZ Camera This ensures consistent performance in adverse weather and lightening conditions, and minimizes false alarms with advanced deep-learning algorithms.Innovating parking management
Hikvision also introduced its parking management solutions. These combine extremely precise license plate recognition and intelligent barrier controls incorporating highly accurate radar sensors. This comprehensive approach enhances security, reduces the need for manual intervention, and streamlines traffic flow across parking areas. The Global Shutter CMOS* (GMOS) ANPR camera was a new addition to the lineup. Designed to seamlessly blend in the environment, it is tailored for the task of discreetly capturing license plates at parking facilities that prioritize subtlety.
Advancing public transportation safety and efficiency
Attendees also had the opportunity to explore Hikvision’s latest public transport solutions, integrating AI-driven analytics with advanced video security, on-site voice broadcasting, and centralized management for enhanced onboard security, improved passenger experience, and operational efficiency for buses and taxis. This included the Four-way monitoring system and the Panoramic Auxiliary System, both designed to reduce blind spots and provide high-definition imaging to improve driving safety.
“As ever, we are continually expanding our suite of technologies to enhance traffic safety and efficiency,” said Nick Wu, Project Product Director at Hikvision Europe. “Our commitment lies in minimizing the need for extensive roadside installations by incorporating comprehensive perception and robust AI within unified device frameworks. These innovations automate and streamline every aspect of traffic management, from violation detection to traffic flow monitoring, driving safety, and parking management.”
To find out more about Hikvision’s urban mobility products and solutions, please explore its official website.
Note: CMOS stands for Complementary Metal-Oxide-Semiconductor.
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