Lin Shen

SSgA Funds Management, Inc. (SSgA FM) is a SEC-registered investment advisor and mutual fund manager headquartered in Boston, Massachusetts. The firm was founded in 1978 and is a subsidiary of State Street Global Advisors, Inc., ultimately held by State Street Corp. (NYSE: STT). SSgA FM provides investment advisory services to US investment companies and certain pooled investment vehicles.

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.

Wellington Management Co. LLP (WMC) is a registered investment advisor and mutual fund manager headquartered in Boston, Massachusetts. The firm was founded in 1928 and is a subsidiary of Wellington Investment Advisors Holdings LLP, ultimately held by Wellington Management Group LLP. WMC offers investment management services for a fee to separate account clients and mutual funds sponsored by unaffiliated parties, as well as to investment vehicles that the firm sponsors.

CIBC World Markets, Inc. is a full-service Canadian brokerage and investment banking firm headquartered in Toronto, Ontario. The firm was founded in 1961 and is a subsidiary of the Canadian Imperial Bank of Commerce (TSE, NYSE: CM). CIBC World Markets provides alternative investment managers with premier prime brokerage that brings together trade execution, reporting, research and capital introduction with a view to enhancing efficiencies and profitability.

Ropes & Gray LLP provides legal and private equity services. Its practice areas include asset management, banking, business and commercial litigation, business restructuring, capital markets and corporate governance and compliance. The company was founded in 1865 and is headquartered in Boston, MA.

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.

Parthenon Capital LLC (Parthenon Capital) is a private equity firm founded in 1998 by John C. Rutherford. The firm is headquartered in San Francisco, California.

Founded in 2000 by John Abbott, 451 Research LLC is a technology-industry syndicated research and data firm focused on the business of enterprise IT innovation. The firm is headquartered in New York City. 451 Research is a division of The 451 Group, a leading global analyst and data company. 451 Research's market-segment coverage is focused, organized and delivered through comprehensive Practice Areas available via subscription. These areas include: CloudScape (CS), Eco-Efficient IT (ECO-IT), Eco-Efficient IT (ECO-IT), Enterprise Security (ESP), Internet Infrastructure Services (IIS), Infrastructure Computing for Enterprise (ICE), Information Management (IM) and Multi-Tenant Datacenter (MTDC).

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.

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

Moody's Investors Service, Inc. is a credit rating and investment research firm headquartered in New York City. They are a subsidiary of Moody's Corp. (NYSE: MCO). The firm performs international financial research and analysis on commercial and government entities and provides a variety of analytic tools for assessing credit risk. Their clients include creditors, investment banks and commercial banks.

UBS Investment Bank provides investment banking and securities brokerage services. Its clients include institutional and corporate clients, intermediaries, governments, and hedge funds. The firm also provides merger and acquisition advisory, private placement, investment research, foreign exchange, equity, and leverage finance advisory services. The firm is headquartered in San Francisco, CA.

Cornell University is an educational institution that offers undergraduate and post graduate programs. It was founded in 1865 and is based in Ithaca, NY.

Canada Pension Plan Investment Board Private Investments is a private equity firm, a subsidiary of Canada Pension Plan Investment Board, founded in 1966. The firm is headquartered in Toronto, Canada.

Founded in 1889, The Bryn Mawr Trust Co. is a wholly-owned subsidiary of the Bryn Mawr Bank Corp. (NASDAQ: BMTC), a publicly-held, one-bank holding company. The firm is located in Bryn Mawr, Pennsylvania.

Stradley Ronon Stevens & Young LLP provides legal services. Its clients include banks, health care providers, Internet companies, lenders & borrowers, manufacturing companies, emerging & start-up companies, brokers & dealers, and technical companies. The company was founded in 1926 and is headquartered in Philadelphia, PA.

Deloitte & Touche LLP engages in the provision of audit, advisory, financial advisory, tax, and consulting services. The company was founded on March 7, 1995 and is headquartered in New York, NY.

JPMorgan Chase Bank, NA (Investment Management) (JPMC-IM) is the investment management division of JPMorgan Chase Bank, NA, ultimately held by JPMorgan Chase & Co. (NYSE: JPM), a global financial services firm. Headquartered in New York City, JPMC-IM provides asset management services for corporations, institutional investors, hedge funds, governments, healthcare organizations, educational institutions and affluent individuals.

Gain Capital Group Pte Ltd. operates as an investment holding company. The company is headquartered in Singapore.

Sidoti & Co. LLC (S&C) is a registered broker and equity research firm headquartered in New York City. The firm is a subsidiary of Sidoti Holding Co. LLC and was founded in 1999. S&C provides research exclusively to institutional investors. The firm covers the following sectors: housing, retail, basic industries, technology, business services, capital goods, automotive, computer software, regional banking, telecommunications, entertainment, healthcare and consumer products. Their analysts conduct their own due diligence which includes visiting companies and meeting with operating and financial management. In addition, the firm's analysts focus on fundamentals, particularly cash flow from operations and EPS.

Founded in 1984, Noble Financial Capital Markets is a broker/dealer headquartered in Boca Raton, Florida. The firm is a subsidiary of Noble Financial Group, Inc. Noble Financial Capital Markets' sales & trading team provides strategic insight and reliable solutions to nearly 500 of the dominant small-cap money managers in North America. They are members FINRA, SIPC and MSRB. Noble Financial Capital Markets offers a full array of investment services with a particular focus on under-followed, undervalued, out-of-favor small-cap emerging growth companies. Their research coverage universe includes healthcare, business services & software, defense/defense technology, energy, enterprise hardware, and media & entertainment.

Tapjoy, Inc. provides social and mobile applications. The firm operates as a mobile performance-based advertising platform that drives deep engagement and monetization opportunities for app publishers, while delivering valuable, engaged consumers to some of the brand advertisers. It has locations in Atlanta, Beijing, Boston, Chicago, London, Los Angeles, New York, Santa Barbara, San Francisco, Seoul, Shanghai and Tokyo. The company was founded by Ben Lewis, Shukla Anu, Lee Linden and Mitch Liu in 2007 and is headquartered San Francisco, CA.

BRI Partners LLC provides financial advisory services. The private company is based in Chicago, IL and has subsidiaries in Australia. The company was founded by Benjamin Edward McMillan.

Loudon Investment Management LLC (Loudon) is an independent, SEC-registered asset management firm headquartered in West Lebanon, New Hampshire. The firm was founded in 2003 by Douglas Loudon. Loudon provides investment advisory services on a discretionary or non-discretionary basis to individuals and high-net worth individuals, pooled investment vehicles (other than investment companies), charitable organizations, and other business entities.

Ramsey Quantitative Systems, Inc. (RQSI) is an independent, SEC-registered investment advisor and hedge fund manager headquartered in Louisville, Kentucky. The firm was founded by Neil Ramsey in 1996. RQSI serves as the investment manager and provides discretionary advisory services to several private funds and separately managed accounts.

IDX Insights, LLC provides investment research and advisory services. The private company is based in Clearwater, FL.

IDX Advisors LLC provides investment advice. The private company is based in Phoenix, AZ. The company was founded in 2019 by Benjamin Edward McMillan, Andrew Michael Swan. Andrew Michael Swan has been the CEO since 2019.