4DECEMBER 2022LOOKING TO FINANCE A TECH STARTUP? YOUR TIMING MAY BE JUST RIGHTKURT NICHOLS, MANAGING DIRECTOR, PORTFOLIO MANAGER, CIBC INNOVATION BANKINGCONTENT12 COVER STORYIN MY OPINIONLAST WORDMACHINE LEARNING AND MODEL RISK MANAGEMENTPETER QUELL, HEAD OF PORTFOLIO ANALYTICS FOR MARKET AND CREDIT RISK, DZ BANK3008VOLITION FINANCIAL NETWORKALTERNATIVE INVEST STRATEGIES FOR RISK-ADJUSTED RETURNSMichael Vitantonio, President
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