Madhu S. Kumar

Citigroup Global Markets, Inc. (Broker) (CGMI-Broker) is the broker/dealer division of Citigroup Global Markets, Inc., an investment bank headquartered in New York City with additional offices across the US. The firm was founded in 2004 and is a subsidiary of Citigroup Financial Products, Inc., ultimately held by Citigroup, Inc. (NYSE: C). CGMI-Broker covers all market capitalizations of the major global indices and provides macro and quantitative analysis of global markets and sector trends. Their core focus of the group is to help investing clients make informed decisions by providing value-added, independent, insightful analysis.

Raymond James & Associates, Inc. (RJA) is a registered broker-dealer headquartered in St. Petersburg, Florida. The firm was founded in 1962 and is a subsidiary of Raymond James Financial, Inc. (NYSE: RJF), a diversified holding company. RJA offers a full array of capital markets services, strategic advice and planning for institutional investors.

Goldman Sachs Asset Management LP (GSAMLP) is a SEC-registered investment advisor headquartered in New York City. The firm is a wholly owned subsidiary of GSAM Holdings LLC, and their ultimate parent is Goldman Sachs Group, Inc. (NYSE: GS). Founded in 1988, GSAMLP provides investment solutions to a range of individual and institutional investors worldwide.

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.

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.

Founded in 1996, E*TRADE Securities LLC is a broker/dealer headquartered in New York City. The firm is a subsidiary of E*TRADE Financial Corp. (NYSE: ET). The firm provides a full array of trading and execution services for their clients. They do not provide any internal research. The firm is a member of the NASD and the SIPC.

Natel Energy, Inc. operates as a renewable energy systems company. Its turbines build and sell hydroEngines and hydropower turbines. The firm’s developers design Restoration Hydro projects: resilient and distributed hydropower systems. Its analytics project monitors with Upstream for intelligent siting, analysis and operations monitoring. The company was founded by Gia Schneider and Abe Schneider and is headquartered in Alameda, CA.

Databricks, Inc. is a data and AI company that combines data warehouses and data lakes into a lakehouse architecture. The company is based in San Francisco, CA and has a global presence of subsidiaries in several regions. The company provides solutions and solution accelerators for various industries, including healthcare, government, and manufacturing. Databricks helps data provider partners monetize data assets and offers a pay-as-you-go pricing approach. The company was founded in 2013 by Patrick Wendell, Reynold Xin, Arsalan Tavakoli-Shiraji, Ion Stoica, Matei Zaharia, Andy Konwinski, Ali Ghodsi, who has been the CEO since 2013. Databricks was acquired by Dominari Holdings, Inc.

Jefferies LLC is a global investment bank and institutional securities firm headquartered in New York City. The firm was founded in 1962 and is a subsidiary of Jefferies Group LLC, ultimately held by Jefferies Financial Group, Inc. (NYSE: JEF). Jefferies provides corporate clients with research and execution services in equity, fixed income, and foreign exchange markets, as well as a full range of investment banking services such as underwriting, mergers and acquisitions, restructuring and recapitalization, and other advisory services, with all businesses operating in the Americas, Europe and Asia.

McKinsey & Co., Inc. provides management consulting services. It specializes in design, marketing and sales, analytics, operations, transformation and restructuring, risk, strategy and corporate finance, and sustainability and resource productivity. The company was founded by James O. McKinsey in 1926 and is headquartered in New York, NY.

Harvard University engages in the provision of teaching and research. It has twelve degree-granting Schools in addition to the Radcliffe Institute for Advanced Study, offering a global education. The university was founded in 1636 and is headquartered in Cambridge, MA.

B. Riley Wealth Management, Inc. (B. Riley), formerly Wunderlich Securities, Inc., is a full-service brokerage firm headquartered in Memphis, Tennessee, founded in 1996. The firm is a subsidiary of Wunderlich Investment Co., Inc. B. Riley provides comprehensive wealth management and brokerage services to individuals and families, corporations and non-profit organizations, including qualified retirement plans, trusts, foundations and endowments. In 2001, they expanded their business to include investment advisory services. The firm is duly registered with the SEC.

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.

BB&T Securities LLC, doing business as BB&T Capital Markets, is the broker/dealer subsidiary of BB&T Corp. (NYSE: BBT). The firm is headquartered in Richmond, Virginia. They offer a full array of investment, trading and execution services to middle-market companies. BB&T Capital Markets' sales and trading arm is comprised of 2 groups: Debt Securities Sales & Trading and Equity Sales & Trading. The Debt Securities Sales & Trading group focuses on: (1) Government and agency securities (2) corporate bonds (3) municipal bonds (4) asset-backed securities (5) mortgage-backed securities (6) preferred securities and (7) money market desk (short-term securities including BB&T funding). The Equity Sales & Trading group focuses on: (1) institutional block execution services (2) institutional distribution of proprietary research (3) providing proprietary access to industry leading conferences and management teams (4) serving as a NASDAQ market maker for over 250 securities (5) stock buybacks including 10b-18 and 10b5-1 trading plans and (6) 144 stock sales, individual 10b5-1 trading plans (buy and sell) and employee cashless stock option programs. BB&T Capital Markets provides research coverage of the communications, defense and government services, energy, financial services, furnishings and consumer durables, healthcare, industrial services, retail/consumer durables and transportation services sectors.

FIAM LLC (do-business-as Fidelity Institutional Asset Management) is a SEC-registered investment advisor headquartered in Smithfield, Rhode Island. The firm was founded in 2006 and formerly known as Pyramis Global Advisors LLC. They are wholly-owned by FIAM Holdings LLC, which in turn is owned by FMR LLC, aka Fidelity Investments. FIAM provides discretionary investment management services to institutional accounts. They also sub-advice funds or accounts for affiliated advisers and unaffiliated advisers.

GFK Boutique Research, Inc. operates as analytics firm. The firm functions as publisher of GfK OvernightNews, and produces forecasts for sales of technology devices based on GfK point-of-sale-data and external data sets. The company is headquartered in Boston, MA.

Founded in 1898, Northeastern University is a private research university located in the heart of Boston. Northeastern teaches worldwide experiential learning, urban engagement, and interdisciplinary research that meets global and societal needs. The University offers a range of undergraduate and graduate programs leading to degrees through the doctorate in nine colleges and schools.

StackLead provides public sources, including Twitter, LinkedIn, CrunchBase, Facebook, company websites, press releases and job posting. The company was founded by Gordon Wintrob and is headquartered in California.

Grace Capital, Inc. is an independent investment manager headquartered in Quincy, Massachusetts. The firm was founded by Catherine (Cate) Faddis in 2006. Grace Capital offers custom and separately managed accounts to institutions, high net worth individuals, and family offices.

Asymmetric Capital LLC (Asymmetric Capital) is a venture capital firm founded in 2020 by Robert Duke Biederman. The firm is headquartered in Boston, MA.

BTIG LLC is an institutional brokerage and fund services firm headquartered in San Francisco, California. The firm was founded in 2002 through the merger of Baypoint Trading LLC and Bass Trading LLC. They are a subsidiary of Condor Trading LP. BTIG offers institutional and corporate clients with personalized multi-asset class execution, expertise and insights worldwide across equities, equity derivatives, ETFs, fixed income, futures, commodities, foreign exchange, interest rates, credit, and convertible and preferred securities. The firm’s core capabilities include global sales, portfolio, electronic and outsource trading, transition management, investment banking, prime brokerage, capital introduction, corporate access, research and strategy, commission management and more.