INNOVATIVE OPERATIONS TRACK: AI and the Next Generation of CRE Financing
Technology and lending experts discuss how artificial intelligence (AI) is currently being used and can be best leveraged to drive efficiency, deal execution, and portfolio management.
Speakers
Moderator
Bryan Doyle is a Managing Director of Capital Markets and Head of CBRE’s Private Client Program. In his role, Bryan oversees the recruitment, training, and management of Investment Sales and Mortgage Banking professionals across the U.S. He also acts as Executive Sponsor and business lead for Capital Markets technology and data initiatives. Bryan has held prior roles in sales and technology leadership, including founding CBRE’s Lead Center, a nationwide team of integrated sales and marketing professionals responsible for generating new business by leveraging technology-driven sales processes and digital marketing.
Speakers
Parag is the CEO and Co-founder of Clik.ai, an AI-enabled SaaS platform for commercial real estate valuation and underwriting. The top 5 US-based mortgage banks use Clik.ai, along with 50+ brokerage shops and institutional investors like Marcus and Millichap, Newmark, Bellwether Real Estate Capital, Colliers to automate real estate investment analysis and underwriting workflows. Before starting Clik.ai, he co-founded Integrand Analytics, a midsize Knowledge Processing Outsourcing (KPO) business focused on the CRE due diligence and analytics of mortgage-backed securities. He is a computer engineering graduate from IIT in India and holds a Master's degree in quantitative finance. Clik.ai is headquartered in Toronto and have 35+ employees across offices in Toronto, New York, and India.
Dan has oversight and leadership responsibilities for client relationship management, operations, accounting and reporting services for SS&C’s Global Loan Solutions client base and has been with SS&C since April of 2015. He has extensive finance, operations, and investment risk experience from banks, an insurance company, a mortgage REIT and a GSE. Dan graduated from the University of Notre Dame with a BA in accounting and from New York University with an MBA in finance, and is a CPA.
Marc is the Co-Founder & CEO of HelloData, a multifamily analytics platform that uses AI to automate rent surveys and expense analysis. He started his career in real estate development before launching Enodo - a predictive analytics startup that automated the underwriting process for multifamily investments. After selling Enodo to Walker & Dunlop (NYSE: WD) in 2019, Marc rose to Chief Product Officer at W&D, building internal tech that accelerated underwriting times and helped originate billions a year in loan volume. Marc holds an M.S. in Real Estate Development from Columbia University and is a licensed Managing Broker in Illinois.
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