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Work Background
Risk ops Senior Specialist
GrabRisk ops Senior Specialist
Apr. 2024Federal Territory of Kuala Lumpur, MalaysiaAs a senior member of the Risk Ops team at Grab, I drive initiatives that combine AI, automation, and data to enhance fraud detection capabilities. My work directly impacts investigation timelines, resource optimization, and cross-functional policy development. • Led AI-powered solution that automated 43% of fraud investigations, cutting AHT by 8 minutes. • Partnered with merchant risk team to build LLM-based tools automating 50% of their processes. • Produced and shared monthly regional fraud trend reports with DA, DS, Policy, and Leadership. • Aligned workflows for issuer/acquirer fraud reports in collaboration with the Policy team. • Launched “Issuer Outreach” to identify and resolve issuer-side transaction decline spikes. • Represented Grab at BNM to implement National Fraud Portal procedures and end-to-end scam tracing. • Developed dashboards in Microsoft D365 to track analyst productivity and AHT trends. • Built a team mentoring framework focused on SQL upskilling and fraud case analysis. • Stepped in as acting team lead during managerial absence, ensuring performance and daily flow. • Created duty rosters via Google Sheets to maintain optimal coverage across time zones. • Standardized bulk solve/update workflows to support high-volume fraud investigation.
Risk Ops Specialist
GrabRisk Ops Specialist
Jan. 2022 - Apr. 2024MalaysiaIn this role, I focused on automation, fraud reporting, and data visualization to strengthen Grab’s fraud response infrastructure. I worked closely with cross-functional teams and law enforcement stakeholders. • Deployed detection systems to monitor fraud activity and account takeover behaviors. • Improved SOP accuracy and ensured compliance through end-to-end process reviews. • Streamlined Law Enforcement workflows, reducing investigation AHT and response times. • Built Tableau and Zendesk dashboards to visualize SLA, productivity, and alert volume. • Trained team members on CRQ, SQL queries, and fraud case review methodologies. • Served as liaison to the Singapore Police Force for escalated payment fraud cases. • Investigated BIN attacks and implemented prevention rules alongside the Policy team. • Automated routine investigation steps, cutting average handling time significantly. • Handled executive escalations, ensuring timely and comprehensive fraud resolution. • Optimized resource planning by supporting SLA-based workload distribution decisions.
Risk Analyst
GrabRisk Analyst
Oct. 2018 - Dec. 2021Petaling Jaya, Selangor, MalaysiaAs a Risk Analyst, I combined data tools, stakeholder collaboration, and process automation to drive fraud trend identification and case efficiency. • Reviewed suspicious transaction data across mobile, banking, and in-app payment platforms. • Reduced handling time by 50% using user score automation tools and case routing logic. • Designed and launched dashboards that tracked analyst performance and flagged anomalies. • Saved USD10K in 3 months by streamlining external fraud alert reporting workflows. • Trained analysts in SQL scripting, SOP adherence, and risk flagging methodologies. • Produced leadership-ready documentation and internal training decks for fraud processes. • Analyzed SQL and Tableau data to spot fraud concentrations in health-critical areas. • Built automations using JavaScript and GSheet to merge bulk cases in Zendesk.
Payment Specialist
GrabPayment Specialist
Apr. 2017 - Oct. 2018MalaysiaIn this early-career role, I supported daily payment issue resolution while identifying fraud-related behaviors across customer and driver accounts. • Cleared high-volume payment queues and responded to daily customer-driver escalations. • Assisted GrabPay merchants with disputes, payment issues, and transaction recovery cases. • Investigated payment failures across platforms, collaborating with fraud and tech teams. • Conducted KYC checks in alignment with compliance and internal risk frameworks. • Monitored and flagged suspicious activities, triggering further fraud investigations. • Verified driver and passenger ride activity before confirming account charge disputes. • Approved payments manually and ensured booking details were correctly updated in systems. • Supported fraud detection by analyzing transaction behaviors across digital payment channels.
Customer Care Consultant
Digi Telecommunication Sdn BhdCustomer Care Consultant
Apr. 2016 - Nov. 2016I supported mobile customers with billing, product, and service inquiries while learning the foundations of customer experience and operational systems. • Managed incoming calls, provided resolution on account and product-related concerns. • Strengthened client relationships by delivering responsive and courteous support. • Quickly adapted to new products and internal systems, improving issue resolution time. • Resolved escalated concerns with professionalism while following strict SLA requirements. • Maintained deep product knowledge to advise customers on latest Digi offers and upgrades. • Documented feedback and recurring issues to support internal service improvement efforts.
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