Prevented fraud abuse and losses from new trends on Payments and Identity products
Assisted in launching experimental new fraud decisioning system by providing subject-matter expertise on performance and coverage of key concerns including losses, ecosystem risk and user experience
Spearheaded detection, tooling, observability and operational processes to prevent fraudulent abuse and support Identity GA
Analyzed trends and expanded heuristics and observability to combat increasing losses
Reduced user pain from fraud-related actions by 58% in H2'22 and an additional 23% in 2023
Performed root cause analyses to identify top drivers of capability degrades and partnered closely with cross-functional teams to implement solutions
Communicated progress through business reviews, status reports and deep-dive forums
Implemented new payout policy for fraud rejected merchants to prevent fraudsters from receiving funds and to enable future efforts to disable support contacts
Led the Card Testing Working Group from 2020 - 2022 to collaborate with cross-functional teams to reduce card testing activity by 50%
Vendorized card testing reviews by creating new tooling and processes to expand capacity beyond internal RiskOps Analysts
Launched new detection model and heuristics for card testing transactions with Engineering partners
Implemented fee refund policy to compensate card testing victims
Engaged with key external stakeholders to communicate Stripe's card testing prevention strategy
Senior Manager, Trust And Safety
Upwork
01.2018 - 12.2019
Led strategy to manage losses in two fraud verticals including focus areas in investigator accuracy and increased detection
Collaborated with Product and Analytics to build in-house fraud detection
Restructured operational team and revised investigation process to decrease false positives by 20%
Built and expanded new operational team to identify new fraud schemes and highly suspicious user behavior
Manager, Risk Operations
Upwork
09.2016 - 12.2017
Managed a team of 40+ remote freelancers responsible for investigating suspected fraudulent user accounts
Expanded leadership positions and recognition programs to support team growth
Increased agent accuracy 15% through use of individual, team and small group coaching to identify best practices
Increased case review efficiency by 17% by creating new training, expanding agent coaching and updating tools
Analyst, Risk And Policy
Upwork
09.2013 - 09.2016
Built Operations Quality Assurance team to improve investigator accuracy
Developed investigator performance dashboard to monitor impact to business
Created feedback loop between policy and operations teams to share new trends
Created and maintained central knowledge base for investigators
Built detection reports using SQL to identify groups of fraudulent users with defined attributes in the marketplace
Led systematic changes in account restriction polices to improve user experience