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Credit Suisse Securities (USA) LLC (Credit Suisse Securities USA) is the broker/dealer division of Credit Suisse Securities (USA) LLC, an investment banking company headquartered in New York City. The firm was founded in 1998 and is a wholly owned subsidiary of Credit Suisse (USA), Inc., ultimately owned by Credit Suisse Group AG (SWX: CSGN) in Switzerland. Credit Suisse Securities USA offers a suite of equities, solutions and credit products and services which includes global securities sales, trading and execution, prime brokerage and comprehensive investment research. Their clients include financial institutions, corporations, governments, institutional investors, such as pension funds and hedge funds, and private individuals around the world.

Carnegie Mellon University is an American school that operates as a college or university. It is located in Pittsburgh, Pennsylvania.

HarbourVest Partners LLC (HarbourVest Partners) is a private equity & venture capital firm founded in 1982 by David Brooks Zug. The firm is headquartered in Boston, Massachusetts with additional offices around the world.

UBS Securities LLC is an investment bank and registered broker/dealer headquartered in New York City. The firm was founded in 1998 as UBS Warburg LLC. They are a subsidiary of UBS Americas Holding LLC, ultimately held by UBS Group AG (SWX: UBSG, NYSE: UBS) in Switzerland. UBS Securities is a primary dealer in US Government securities and provides a full range of investment banking services which includes corporate finance, mergers and acquisitions, capital markets, trading and sales, fixed-income, equity research, private banking, underwriting and prime brokerage operations. The firm also provides advisory services and access to capital markets for corporate, institutional, intermediary and alternative asset management clients.

OSS Capital Management LP is an independent hedge fund manager headquartered in New York City. The firm was founded in 2001 by Oscar S. Schafer and Andrew J. Goffe. They manage assets of financially sophisticated clients.

JPMorgan Securities LLC (JPMS) is a securities brokerage firm headquartered in New York City. The firm was founded in 1985 and is a subsidiary of JPMorgan Broker-Dealer Holdings, Inc., ultimately held by JPMorgan Chase & Co., Inc. (NYSE: JPM). JPMS provides research on fixed income, credit, derivatives, emerging markets, foreign exchange, structured finance, technical analysis and bond indices. Their equity analysts cover equities throughout North America, EMEA, Asia/Pacific and the emerging markets. The firm's fixed income team formulates trading and portfolio recommendations for investors in global bonds and other fixed-income markets based on valuations, analytics and market dynamics.

The Georgia Tech Research Corp. provides research and technology support services. Its services include accounting and reports, researcher and operational support services. The comapny was founded by Preston S. Arkwright, Fuller E. Callaway, Jr. and Monie A. Ferst on April 13, 1937 and is headquartered in Atlanta, GA.

Refinery 29, Inc. operates an online fashion portal. It provides information on style, shopping deals, and fashion trends that include information on designers, fashion news, local shopping reports, collaborations, sales, advertisement campaigns, beauty information in the areas of makeup trends, and beauty products. The firm also features vouchers, which enables shoppers to redeem sales at specific stores. The company was founded by Philippe von Borries, Justin Stefano, Christene Barberich, and Piera Luisa Gelardi in 2005 and is headquartered in New York, NY.

AllianceBernstein LP (AB) is a SEC-registered investment advisor and mutual fund manager headquartered in Nashville, Tennessee. Founded in 2000, the firm is owned by Equitable Financial Life Insurance Co., ultimately held by Equitable Holdings, Inc. (NYSE: EQH). AB provides investment advice to investment companies, pension and profit-sharing plans, banks and thrift institutions, trusts, estates, government agencies, charitable organizations, individuals, corporations and other business entities.

Morgan Stanley & Co. LLC is a registered broker-dealer subsidiary of Morgan Stanley Domestic Holdings, Inc., ultimately owned by Morgan Stanley (NYSE: MS) in the US. Headquartered in New York City, the firm was founded in 1987 and provides debt and equity services including underwriting, M&A advice, securities dealing and brokerage and trade execution. Their client base ranges from large global institutional investors to hedge funds at the cutting edge of innovation in the industry.

Parametric Portfolio Associates LLC (Parametric) is a SEC-registered investment advisor headquartered in Seattle, Washington. The firm was founded in 1987 and is directly owned by Eaton Vance Acquisitions LLC, an indirect, wholly owned subsidiary of Morgan Stanley (NYSE: MS). Parametric provides various portfolio management services and investment strategies directly to institutional investors and indirectly to individual investors through financial intermediaries.

Duke University is an academic university that offers undergraduate, graduate and professional programs. It also has publications and research services. The university was founded in 1838 and is headquartered in Durham, NC.

Goldman Sachs & Co. LLC (GS&Co.) is a securities brokerage firm headquartered in New York City. Founded in 1927, the firm is a subsidiary of The Goldman Sachs Group, Inc. (NYSE: GS). GS&Co. provides services to help hedge funds manage risk, monitor portfolios, maintain liquidity and build their businesses. They offer clients access to global equity and derivatives markets, as well as foreign exchange, commodities, European Lefts, rates and credit across the Americas, Europe and Asia. The firm proactively monitors capital markets, searching for pockets of liquidity and news that may require changes to those strategies. Integration with the Goldman Sachs network gives clients access to the firm's sectored block trades and their insights into price discovery. Their electronic trading program provides clients with tools to manage their trades from pre-trade analytics to post-trade analysis.

Wells Fargo Securities LLC (WFS) is the broker/dealer subsidiary of EVEREN Capital Corp., ultimately owned by Wells Fargo & Co. (NYSE: WFC). Headquartered in New York, WFS delivers a comprehensive suite of banking, capital markets and advisory solutions, such as a full complement of sales, trading and research capabilities, to corporate, government and institutional clients.

Barclays Capital, Inc. is a registered broker/dealer headquartered in New York City. The firm was founded in 1997 and is a subsidiary of Barclays Group US, Inc., ultimately owned by Barclays plc (LON: BARC) in Great Britain. Barclays Capital provides large corporate, government and institutional clients a full spectrum of prime brokerage services which includes equities and fixed income financing, OTC Clearing, Futures and Foreign Exchange Prime Brokerage and access to industry insights and analytics from their Strategic Consulting team.

RBC Capital Markets LLC is a full-service brokerage and financial services firm headquartered in New York City. They are a direct subsidiary of RBC USA Holdco Corp. and a wholly-owned indirect subsidiary of Royal Bank of Canada (TSE, NYSE: RY). Founded in 2010, the firm is comprised of 3 major business lines: the Private Client Group, the Fixed-Income Group and the Clearing and Execution Services Group. The Private Client Group serves individual investors, while the Fixed-Income Group provides services to institutions, municipalities and non-profit organizations. The Clearing and Execution Services Group is a provider of clearing and execution services to independent brokers/dealers throughout the US. RBC Capital Markets focuses on the following sectors: communications, media, consumer/retail, diversified industries, energy, financial institutions, forest products, healthcare, infrastructure finance, mining & metals, real estate, social infrastructure, technology and the US municipal markets.

Fitch Ratings, Inc. is a global rating agency and investment research firm headquartered in New York City. The firm was founded by John Knowles in 1913 as Fitch Publishing Co. They are a subsidiary of Fitch Group, Inc., ultimately owned by The Hearst Family Trust. Fitch Ratings seeks to provide independent and prospective credit opinions, research and data to the world's credit markets. Their approach is based on a foundation of local market experience that covers capital markets in over 150 countries. The firm's ratings analysis and rating decisions are based on established criteria, methodologies and ratings definitions which they apply in a consistent manner. Fitch Ratings provides coverage of the following markets: Economics, Banks, Insurance, Sovereigns, Corporates, Structured Finance, Public Finance – International, Public Finance – US, Infrastructure & Project, and Finance.

Founded in 1958, Merrill Lynch Piece Fenner & Smith, Inc. is an SEC registered broker/dealer located in New York City. The firm is a subsidiary of BAC North America Holding Co. and their ultimate parent is Bank of America Corp. (NYSE BAC).

iShopShops, Inc. engages in the development of interactive, livestream marketplace that connects retailers and brands directly with cross-border shoppers. It virtualizes the physical shopping experience for consumers. The company was founded by Liyia Wu in 2017 and is headquartered in New York, NY.

Part of VICE Media LLC, Refinery 29 Ltd. is a British company that provides web services. The company is based in London, UK and was founded in 2012.

Miroma Ventures Ltd. (Miroma Ventures) is a venture capital subsidiary of Miroma Group founded in 2003 by Marc Jason Boyan. The firm is headquartered in Fitzrovia, United Kingdom.

American Society of Mechanical Engineers operates non-profit professional organization that enables collaboration, knowledge sharing and skill development for engineering community. The company was founded in 1880 and is headquartered in New York, NY.

Society of Manufacturing Engineers, Inc. is a non-profit organization that provides information and knowledge services. It offers engineers and executives with information on technologies and professional development resources. The firm also organizes expositions and other industry-related events. The company was founded in 1932 and is headquartered in Southfield, MI.

International TechneGroup, Inc. provides consulting and software solutions for product development and project processes. It offers interoperability, validation and migration solutions for product data and related systems. The firm's products include CADfix, CADIQ, DEXcenter, and DrawtoPMI. The company was founded by Jason R. Lemon in 1983 and is headquartered in Milford, OH.

21Seeds, Inc. manufactures tequila-based beverages. The company is based in Belmont, CA. The company was founded by Nicole Emanuel, Kat Hantas, Sarika Singh. Kat Hantas has been the CEO since incorporation. 21Seeds was acquired by Diageo Plc on March 31, 2022 for $123 million.