Tianhui Michael Li
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Michael Li (born 1985,
Portland, Oregon Portland ( ) is the List of cities in Oregon, most populous city in the U.S. state of Oregon, located in the Pacific Northwest region. Situated close to northwest Oregon at the confluence of the Willamette River, Willamette and Columbia River, ...
; Chinese name: Tianhui Li) is an American
data scientist Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization, algorithms and systems to extract or extrapolate knowledge from potentially noisy, struct ...
,
entrepreneur Entrepreneurship is the creation or extraction of economic value in ways that generally entail beyond the minimal amount of risk (assumed by a traditional business), and potentially involving values besides simply economic ones. An entreprene ...
, and the founder and
Chief Executive Officer A chief executive officer (CEO), also known as a chief executive or managing director, is the top-ranking corporate officer charged with the management of an organization, usually a company or a nonprofit organization. CEOs find roles in variou ...
of
The Data Incubator +92 340 6745857 The Data Incubator is a data sciutence education company. It offers corporate data science training and placement services. It is best known for an 8-week educational fellowship preparing students with Master's degrees and P ...
, a data science training and placement company. Since 2023, he has also been serving as CTO at Aerial, a legal-tech start-up helping companies manage their corporate information and scale fast.


Early life

Li attended
Oregon Episcopal School Oregon Episcopal School (OES) is an American independent, coeducational, College-preparatory school, college preparatory, day and Boarding school, boarding school in the Raleigh Hills area of Portland, Oregon. It was preceded by St. Helen's Hall, ...
in
Portland Portland most commonly refers to: *Portland, Oregon, the most populous city in the U.S. state of Oregon *Portland, Maine, the most populous city in the U.S. state of Maine *Isle of Portland, a tied island in the English Channel Portland may also r ...
,
Oregon Oregon ( , ) is a U.S. state, state in the Pacific Northwest region of the United States. It is a part of the Western U.S., with the Columbia River delineating much of Oregon's northern boundary with Washington (state), Washington, while t ...
. In 2001, he was selected to perform with the
Oregon Symphony The Oregon Symphony is an American symphony orchestra based in Portland, Oregon, United States. Founded as the "Portland Symphony Society" in 1896, it is the sixth oldest orchestra in the United States, and oldest in the Western United States. It ...
. In 2003, he built a "desktop nuclear fusion reactor" based on work at
NASA The National Aeronautics and Space Administration (NASA ) is an independent agencies of the United States government, independent agency of the federal government of the United States, US federal government responsible for the United States ...
and won second place and $75,000 at the
Intel Science Talent Search The Regeneron Science Talent Search, known for its first 57 years as the Westinghouse Science Talent Search, and then as the Intel Science Talent Search (Intel STS) from 1998 through 2016, is a research-based science fair, science competition in ...
, becoming the youngest person to date to build a "fusor" desktop nuclear fusion reactor and receiving press coverage in ''
The New York Times ''The New York Times'' (''NYT'') is an American daily newspaper based in New York City. ''The New York Times'' covers domestic, national, and international news, and publishes opinion pieces, investigative reports, and reviews. As one of ...
''. As a result of the competition, he has an asteroid ( 15083 Tianhuili) named after him. He was also a semifinalist at the
Siemens Westinghouse Competition The Siemens Competition was a science competition for US high school students funded by the Siemens Foundation, which was administered by the College Board from 1999-2013 and by Discovery Education from 2014–2017. The Siemens Foundation released ...
, founder of
Oregon Episcopal School Oregon Episcopal School (OES) is an American independent, coeducational, College-preparatory school, college preparatory, day and Boarding school, boarding school in the Raleigh Hills area of Portland, Oregon. It was preceded by St. Helen's Hall, ...
's science bowl team, and a member of
USA Today ''USA Today'' (often stylized in all caps) is an American daily middle-market newspaper and news broadcasting company. Founded by Al Neuharth in 1980 and launched on September 14, 1982, the newspaper operates from Gannett's corporate headq ...
High School
All-America The All-America designation is an annual honor bestowed on outstanding athletes in the United States who are considered to be among the best athletes in their respective sport. Individuals receiving this distinction are typically added to an Al ...
First Team in 2003.


Academic career

Li graduated from
Princeton University Princeton University is a private university, private Ivy League research university in Princeton, New Jersey, United States. Founded in 1746 in Elizabeth, New Jersey, Elizabeth as the College of New Jersey, Princeton is the List of Colonial ...
in 2007 with degrees in
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
and
computer science Computer science is the study of computation, information, and automation. Computer science spans Theoretical computer science, theoretical disciplines (such as algorithms, theory of computation, and information theory) to Applied science, ...
. In 2006, he was selected as a
Marshall Scholar The Marshall Scholarship is a postgraduate scholarship for "intellectually distinguished young Americans ndtheir country's future leaders" to study at any university in the United Kingdom. It is considered among the most prestigious scholarshi ...
and in 2007, he was selected as both a
National Science Foundation The U.S. National Science Foundation (NSF) is an Independent agencies of the United States government#Examples of independent agencies, independent agency of the Federal government of the United States, United States federal government that su ...
Graduate Research Fellow and a
Hertz Fellow The Fannie and John Hertz Foundation is an American non-profit organization that awards fellowships to Ph.D. students in the applied physical, biological and engineering sciences. The fellowship begins with up to $250,000 of financial support ...
. The
Marshall Scholarship The Marshall Scholarship is a postgraduate scholarship for "intellectually distinguished young Americans ndtheir country's future leaders" to study at any university in the United Kingdom. It is considered among the most prestigious scholarsh ...
program was established in 1953 as a British gesture of gratitude toward the United States for the assistance received after World War II under the
Marshall Plan The Marshall Plan (officially the European Recovery Program, ERP) was an American initiative enacted in 1948 to provide foreign aid to Western Europe. The United States transferred $13.3 billion (equivalent to $ in ) in economic recovery pr ...
; the
Hertz Foundation The Fannie and John Hertz Foundation is an American non-profit organization that awards fellowships to Ph.D. students in the applied physical, biological and engineering sciences. The fellowship begins with up to $250,000 of financial support ...
awards $250,000 fellowships to Ph.D. students in the applied physical, biological and engineering sciences. Li read
Part III of the Mathematical Tripos Part, parts or PART may refer to: People *Part (surname) *Parts (surname) Arts, entertainment, and media *Part (music), a single strand or melody or harmony of music within a larger ensemble or a polyphonic musical composition *Part (bibliograph ...
at
Churchill College Churchill College is a Colleges of the University of Cambridge, constituent college of the University of Cambridge in Cambridge, England. It has a primary focus on science, engineering and technology, but retains a strong interest in the arts ...
,
Cambridge Cambridge ( ) is a List of cities in the United Kingdom, city and non-metropolitan district in the county of Cambridgeshire, England. It is the county town of Cambridgeshire and is located on the River Cam, north of London. As of the 2021 Unit ...
and completed his
PhD A Doctor of Philosophy (PhD, DPhil; or ) is a terminal degree that usually denotes the highest level of academic achievement in a given discipline and is awarded following a course of graduate study and original research. The name of the deg ...
at Princeton University. He was one of two former
USA Today ''USA Today'' (often stylized in all caps) is an American daily middle-market newspaper and news broadcasting company. Founded by Al Neuharth in 1980 and launched on September 14, 1982, the newspaper operates from Gannett's corporate headq ...
High School Academic
All-America The All-America designation is an annual honor bestowed on outstanding athletes in the United States who are considered to be among the best athletes in their respective sport. Individuals receiving this distinction are typically added to an Al ...
First Team members to be also selected for the
USA Today ''USA Today'' (often stylized in all caps) is an American daily middle-market newspaper and news broadcasting company. Founded by Al Neuharth in 1980 and launched on September 14, 1982, the newspaper operates from Gannett's corporate headq ...
College
All-America The All-America designation is an annual honor bestowed on outstanding athletes in the United States who are considered to be among the best athletes in their respective sport. Individuals receiving this distinction are typically added to an Al ...
First Team. He was a fellow of the Princeton-Harvard China and the World Program and co-chaired Princeton University's Undergraduate Research Symposium's steering committee. Li's academy research focused on
mathematical finance Mathematical finance, also known as quantitative finance and financial mathematics, is a field of applied mathematics, concerned with mathematical modeling in the financial field. In general, there exist two separate branches of finance that req ...
. He has written a number of papers in the field, including a number coauthored with
Robert Almgren Robert F. Almgren is an applied mathematician, academic, and businessman focused on market microstructure and order execution. He is the son of Princeton mathematician Frederick J. Almgren, Jr. With Neil Chriss, he wrote the seminal paper "Op ...
on
market impact In financial markets, market impact is the effect that a market participant has when it buys or sells an asset. It is the extent to which the buying or selling moves the price against the buyer or seller, i.e., upward when buying and downward whe ...
and
market microstructure Market microstructure is a branch of finance concerned with the details of how exchange occurs in markets. While the theory of market microstructure applies to the exchange of real or financial assets, more evidence is available on the microstruct ...
and Patrick Cheridito on
risk measure In financial mathematics, a risk measure is used to determine the amount of an asset or set of assets (traditionally currency) to be kept in reserve. The purpose of this reserve is to make the downside risk, risks taken by financial institutions ...
s on L^p spaces. He was selected for the prestigious Cornell Tech Runway Program postdoc.


Professional life

After graduating, Li worked at D.E. Shaw,
J.P. Morgan JP may refer to: Arts and media * ''JP'' (album), 2001, by American singer Jesse Powell * ''Jp'' (magazine), an American Jeep magazine * '' Jönköpings-Posten'', a Swedish newspaper * Judas Priest, an English heavy metal band * ''Jurassic Pa ...
, and
Bloomberg Bloomberg may refer to: People * Daniel J. Bloomberg (1905–1984), audio engineer * Georgina Bloomberg (born 1983), professional equestrian * Michael Bloomberg (born 1942), American businessman and founder of Bloomberg L.P.; politician a ...
and became the first data scientist in residence at
Andreessen Horowitz AH Capital Management, LLC (commonly known as Andreessen Horowitz, or a16z) is an American privately held venture capital firm, founded in 2009 by Marc Andreessen and Ben Horowitz. The company is headquartered in Menlo Park, California. As of M ...
. He headed
data science Data science is an interdisciplinary academic field that uses statistics, scientific computing, scientific methods, processing, scientific visualization, algorithms and systems to extract or extrapolate knowledge from potentially noisy, stru ...
monetization at
Foursquare Four square is a ball game. Four square may also refer to: Internet and entertainment * Foursquare City Guide, a local search and discovery app * 4 Square (game show), ''4 Square'' (game show), a British game show * 4 Square (TV series), ''4 Squ ...
. He is a regular contributor to publications like ''
Harvard Business Review ''Harvard Business Review'' (''HBR'') is a general management magazine published by Harvard Business Publishing, a not-for-profit, independent corporation that is an affiliate of Harvard Business School. ''HBR'' is published six times a year ...
'', ''
MIT Sloan Management Review ''MIT Sloan Management Review'' (''MIT SMR'') is a magazine and multiplatform publisher. It features research-based articles on strategic leadership, digital innovation, and sustainable business. It aims to give readers practical, of-the-moment g ...
'',
Tech Crunch TechCrunch is an American global online newspaper focusing on topics regarding high-tech and startup companies. It was founded in June 2005 by Archimedes Ventures, led by partners Michael Arrington and Keith Teare. In 2010, AOL acquired the c ...
,
Venture Beat Venture may refer to: Arts and entertainment Music *The Ventures, an American instrumental rock band formed in 1958 *"A Venture", 1971 song by the band Yes *''Venture'', a 2010 EP by AJR Games * ''Venture'' (video game), a 1981 arcade g ...
, ''
Fast Company ''Fast Company'' is an American business magazine published monthly in print and online, focusing on technology, business, and design. It releases six print issues annually. History ''Fast Company'' was founded in November 1995 by Alan Webb ...
'', ''
Entrepreneur Magazine ''Entrepreneur'' is an American magazine and website that carries news stories about entrepreneurship, small business management, and business. First published in 1977. it is published by ''Entrepreneur Media Inc''., headquartered in Irvine, Cal ...
'', and ''
The Wall Street Journal ''The Wall Street Journal'' (''WSJ''), also referred to simply as the ''Journal,'' is an American newspaper based in New York City. The newspaper provides extensive coverage of news, especially business and finance. It operates on a subscriptio ...
'' discussing topics around equality in hiring,
data analytics Analytics is the systematic computational analysis of data or statistics. It is used for the discovery, interpretation, and communication of meaningful patterns in data, which also falls under and directly relates to the umbrella term, data sci ...
, and
mathematics education In contemporary education, mathematics education—known in Europe as the didactics or pedagogy of mathematics—is the practice of teaching, learning, and carrying out Scholarly method, scholarly research into the transfer of mathematical know ...
. In 2013, he founded
The Data Incubator +92 340 6745857 The Data Incubator is a data sciutence education company. It offers corporate data science training and placement services. It is best known for an 8-week educational fellowship preparing students with Master's degrees and P ...
, a data science education company. The firm is best known for a free fellowship that helps students with PhDs transition from careers in academia to data science. The program attracts thousands of applicants regularly and is more selective than
Harvard University Harvard University is a Private university, private Ivy League research university in Cambridge, Massachusetts, United States. Founded in 1636 and named for its first benefactor, the History of the Puritans in North America, Puritan clergyma ...
. Li founded the program based on his own experience as a
PhD A Doctor of Philosophy (PhD, DPhil; or ) is a terminal degree that usually denotes the highest level of academic achievement in a given discipline and is awarded following a course of graduate study and original research. The name of the deg ...
trying to enter industry and data scientist hiring manager. The Data Incubator has received press coverage in ''
Financial Times The ''Financial Times'' (''FT'') is a British daily newspaper printed in broadsheet and also published digitally that focuses on business and economic Current affairs (news format), current affairs. Based in London, the paper is owned by a Jap ...
'',
VentureBeat ''VentureBeat'' is an American technology website headquartered in San Francisco, California. ''VentureBeat'' is a tech news source that publishes news, analysis, long-form features, interviews, and videos. The ''VentureBeat'' company was fou ...
, ''
Computerworld ''Computerworld'' (abbreviated as CW) is a computer magazine published since 1967 aimed at information technology (IT) and Business computing, business technology professionals. Original a print magazine, ''Computerworld'' published its final pr ...
'', and The Next Web. He has been invited to speak at various conferences in the
United Kingdom The United Kingdom of Great Britain and Northern Ireland, commonly known as the United Kingdom (UK) or Britain, is a country in Northwestern Europe, off the coast of European mainland, the continental mainland. It comprises England, Scotlan ...
,
Malaysia Malaysia is a country in Southeast Asia. Featuring the Tanjung Piai, southernmost point of continental Eurasia, it is a federation, federal constitutional monarchy consisting of States and federal territories of Malaysia, 13 states and thre ...
,
Beijing Beijing, Chinese postal romanization, previously romanized as Peking, is the capital city of China. With more than 22 million residents, it is the world's List of national capitals by population, most populous national capital city as well as ...
,
Shanghai Shanghai, Shanghainese: , Standard Chinese pronunciation: is a direct-administered municipality and the most populous urban area in China. The city is located on the Chinese shoreline on the southern estuary of the Yangtze River, with the ...
, and at
MIT Sloan School of Management The MIT Sloan School of Management (branded as MIT Sloan) is the business school of the Massachusetts Institute of Technology, a private university in Cambridge, Massachusetts. MIT Sloan offers bachelor's, master's, and doctoral degree progra ...
. Li serves on the
Board of Directors A board of directors is a governing body that supervises the activities of a business, a nonprofit organization, or a government agency. The powers, duties, and responsibilities of a board of directors are determined by government regulatio ...
for the Association of Marshall Scholars and America Needs You, an American non-profit that pairs low-income first-generation college students with professional mentors. He is also an advisor for The Innovation Enterprise, Expii, the LendIt, a member of the O'Reilly Strata programming committee, and the National Leadership Council for
Society for Science and the Public Society for Science, formerly known as Science Service and later Society for Science and the Public, is a 501(c)(3) organization, 501(c)(3) non-profit organization dedicated to the promotion of science, through its science education programs and ...
.


References

{{DEFAULTSORT:Li, Michael 1985 births American data scientists American computer businesspeople 21st-century American businesspeople 21st-century American mathematicians American computer scientists American people of Chinese descent Living people Princeton University alumni Cornell University alumni Marshall Scholars Scientists from Portland, Oregon Alumni of Churchill College, Cambridge Oregon Episcopal School alumni D. E. Shaw & Co. people