
• Led group-wide Accounts Receivable (AR) and credit risk governance across complex, multi-entity, multinational operations in diverse jurisdictional environments, ensuring robust compliance, risk mitigation, and alignment with global financial standards.
• Delivered sustained reductions in Days Sales Outstanding (DSO) and overdue balances through analytics-driven collections prioritization, segmentation strategies, and targeted intervention plans, enhancing cash conversion cycles.
• Achieved an 18% DSO reduction within the first 6 months by implementing proactive, real-time monitoring of receivables portfolios, early delinquency alerts, and structured overdue account management processes.
• Redesigned comprehensive credit policies, approval matrices, risk scoring models, and escalation frameworks to strengthen internal controls, accelerate decision-making, and reduce exposure to bad debt.
• Acted as a strategic finance partner to the CFO and senior executive leadership on exposure management, accurate cash flow forecasting, working capital optimization initiatives, and liquidity planning.
• Built and deployed advanced executive MIS dashboards and reporting tools, providing real-time visibility into AR aging, cash positions, risk metrics, and performance trends to support data-driven credit and treasury decisions.
• Spearheaded digital and analytics-enabled AR transformation programs, including process automation, predictive modeling, and technology integration to modernize receivables functions, boost operational efficiency, and drive measurable productivity gains.
• Optimized credit insurance programs by collaborating with insurers, brokers, and internal stakeholders to enhance coverage scope, reduce premiums where possible, and effectively mitigate high-risk exposures across the portfolio.
• Oversaw end-to-end management of accounts receivable, blocked orders, post-dated cheques (PDCs), and tailored collection strategies, resulting in a 10% overall improvement in cash flow and strengthened working capital position.
• Led credit control and collections operations across a multinational corporation (MNC), delivering robust credit governance, effective risk mitigation, and consistent cash flow improvement.
• Performed in-depth credit risk assessments for new and existing customers, enabling data-driven credit limit setting and accelerated order release decisions.
• Designed, implemented, and enforced comprehensive credit policies, approval matrices, and escalation protocols fully aligned with global standards and industry best practices.
• Managed full accounts receivable aging analysis, proactively identified early delinquency signals, and executed targeted interventions to significantly reduce overdue and delinquent balances.
• Drove sustained reductions in delinquency and overdue balances through structured, analytics-led collections strategies and prioritized follow-up frameworks.
• Leveraged SAP FSCM to monitor customer exposure, track payment commitments, and enforce disciplined, risk-based order release processes.
• Collaborated closely with Sales, Finance, and key customers to resolve billing disputes, enhance payment discipline, and improve overall collection efficiency.
• Partnered with Financial Controller to consistently meet aggressive DSO targets by prioritizing high-risk accounts and driving team performance against KPIs.
• Maintained high-quality customer master data, credit files, and documentation to ensure full audit readiness, regulatory compliance, and accurate internal/external reporting.
• Prepared and presented regular AR aging reports, collection forecasts, trend analysis, and executive management dashboards to inform strategic credit and cash flow decisions.
• Supported comprehensive credit control and accounts receivable operations across 170+ projects in diverse sectors including education, retail, hospitality, healthcare, and corporate clients.
• Managed end-to-end AR processes, including accurate billing, payment posting, account reconciliations, and proactive customer follow-ups to ensure timely collections.
• Evaluated new credit applications by analyzing customer financial statements, creditworthiness, payment history, and risk profiles to support informed credit limit approvals and order releases.
• Conducted regular periodic credit reviews to assess ongoing payment behavior, identify potential risks, and minimize overall credit exposure.
• Collaborated closely with Finance and Operations teams to investigate and resolve billing discrepancies, disputes, and issues, enhancing customer satisfaction and collection efficiency.
• Prepared detailed AR aging analysis, trend reports, and management summaries to inform collections strategies and support senior leadership reviews.
• Drove timely collections and improved AR data accuracy through consistent follow-up protocols, thorough documentation, and disciplined process adherence.
• Led end-to-end accounts receivable and collections operations for a high-volume portfolio of 14,000+ tenant accounts across 24 shopping malls and 150+ restaurants in commercial, retail, and residential segments.
• Directed full-cycle billing, invoicing, collections, payment processing, and account reconciliations to ensure cash flow optimization and minimal revenue leakage.
• Achieved significant DSO improvement, reducing average Days Sales Outstanding from 133 days to 42 days through implementation of disciplined follow-up protocols, structured collections strategies, and prioritized high-risk account management.
• Supervised accurate and timely posting of diverse payment types (cash, cheques, credit/debit cards, lockbox, direct deposits) while maintaining strict AR data integrity and audit compliance.
• Leveraged ERP systems to manage customer master data, ensure billing accuracy, automate invoicing processes, and support real-time visibility into receivables.
• Collaborated closely with property managers, leasing teams, finance, and operations to validate tenant changes, investigate and resolve disputes efficiently, and execute seamless account closures.
• Prepared and delivered comprehensive monthly AR reports, including receivable statements, detailed aging analysis, trend insights, and collection performance summaries to drive management decision-making.
• Built and maintained strong cross-functional relationships with internal departments and external stakeholders to facilitate smooth information flow, accelerate issue resolution, and enhance overall operational efficiency.
• Supported comprehensive credit control and collections activities within the hospitality and catering business, ensuring effective management of accounts receivable and minimization of bad debt risk.
• Successfully recovered long-standing and previously written-off receivables, including legacy balances dating back to prior to 2010, demonstrating strong persistence and negotiation skills in challenging recovery scenarios.
• Engaged proactively with defaulting customers to negotiate realistic repayment plans, resulting in improved recovery outcomes and preservation of key business relationships.
• Conducted diligent follow-up on overdue balances and ensured timely collection of outstanding customer payments to maintain healthy cash flow.
• Maintained accurate and up-to-date customer and account records, supporting robust credit management, risk assessment, and accurate financial reporting.
• Coordinated closely with internal departments (e.g., sales, events, finance, and operations) by sharing timely account and payment status information to facilitate informed credit decisions and operational support.
• Managed field collections and recovery activities for retail banking portfolios, focusing on delinquent consumer accounts to maximize cash recovery and minimize portfolio risk.
• Consistently achieved high recovery performance, maintaining an average success rate of 90–95% in resolving or collecting on assigned delinquent accounts through effective negotiation and follow-up.
• Conducted regular customer field visits to assess situations firsthand, negotiate tailored repayment plans in full compliance with bank credit policies, and secure commitments for timely resolutions.
• Advised customers on available payment options, restructuring possibilities, and hardship programs while balancing aggressive recovery objectives with empathy for individual financial circumstances.
• Performed diligent follow-up on delinquent accounts, monitored progress on repayment agreements, and supported escalation processes (e.g., to legal, repossession, or senior recovery teams) when necessary.
• Prepared and delivered detailed recovery updates, account status reports, and performance metrics to internal credit, risk, and banking teams to inform decision-making and strategy.
AI-Driven Credit Risk & Payment Behavior Scoring
AR & Credit Risk Analytics Transformation
Data-Driven AR Forecasting & Cash Flow Prediction
Working Capital & DSO Optimization Program
Achieved a DSO reduction from 133 days to 42 days through a disciplined collections strategy, risk-based customer segmentation, and proactive stakeholder coordination.
High-Value RecoverySuccessfully recovered long-standing and written-off receivables, including legacy accounts dating back several years, significantly improving cash realization and reducing bad debt exposure.
Cash Flow OptimizationConsistently delivered strong cash flow performance by strengthening credit controls, accelerating dispute resolution, and enforcing payment terms across diverse customer portfolios.
Credit Risk MitigationImplemented enhanced credit assessment and exposure monitoring frameworks, resulting in a measurable decline in high-risk accounts and delinquency ratios.
Stakeholder & Cross-Functional Collaboration
Strategic Credit Risk Management Stakeholder & Cross-Functional Collaboration
Strong capability in evaluating customer creditworthiness, monitoring exposure, and enforcing credit limits to minimize financial risk while supporting business growth.
Cash Flow & DSO Optimization
Proven strength in accelerating cash collections, reducing Days Sales Outstanding (DSO), and improving working capital through disciplined follow-ups and structured recovery strategies.
Analytical & Data-Driven Decision Making
Highly skilled in analyzing aging reports, financial statements, and performance dashboards to identify risk trends and drive timely corrective actions.
Stakeholder & Cross-Functional Collaboration
Effective in partnering with Sales, Finance, Legal, and Operations teams to resolve disputes, align commercial objectives, and ensure timely receivable recovery.