Graduate data science student with 8-year professional experience in a wide range of areas such as business monitoring & advisory, loan recovery, asset valuation and money transactions in the financial and banking sector. Proficient knowledge in statistics, data science, analytics and business visualization. Seeking for leveraging business operations understanding and analytics tools to solve modern businesses problems.
Statistical analysis
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Acedemic Project
• Responsible to manage and collected written-off bad debt accounts from existing portfolios.
• Reviewed all account by analyzing & accessing entrepreneur position to determine appropriate collection activities.
• Conducted detailed analysis, assessment and enquiries on entrepreneur account with/without Settlement Agreement within the stipulated period.
• Created forecast using excel function in order to predict the expected collection result.
• Presented monthly collection result to Head of Department or management committee outlining actual performance against forecast.
• Presented new or revise payment term proposal to the respective management committee for approval.
• Recommended legal action on non-compliant account.
• Monitored and collected monthly payment based on the payment schedule in accordance with the settlement agreement(SA) payment term.
• Performed yearly review on settlement agreement (SA).
• Provided business advisory to entrepreneur as deemed appropriate to increase/improve payment in their settlement agreement (SA) payment term.
• Responsible for business support roles by providing monitoring and advisory to entrepreneur's business and ensure it's on the right track of development for growth.
• Monitored the performance of the company through review of financial documents (i.e financial statement or management account) and audit to assist in the implementation of good management practices.
• Provided advisory support to develop management, operational and technical expertise in the company.
• Coordinated and conduct site visits and data collection in the entrepreneur's business to include business survey and in-person interview with company director or finance manager.
• Performed business performance analysis based on financial statement or management account and generated report to management on company financial condition.
• Advised entrepreneur on cash flow projection either to revised based on current financial condition in order for the company remain solvent.
• Negotiated and collected an outstanding amount of financing that already past due to improve collection performance of Pre-NPL, NPL & Write-off units.
• Provided screening for rescheduling & restructure eligibility of the company from interview and consultation session with the entrepreneur.
• Created trend and forecast analysis using Microsoft Excel Forecast & Trend functions on business industry & sector performance and forecasting collection on NPL account.
• Presented the analysis to the Department Head and Management committee to understand the trend and develop strategy then respond in order to improve collections.
• Enhanced good relationships with customer and attend to their enquiry with advice and solution.
• Ensured all entrepreneur business is complying with Syariah compliance and corporate governance.
• Conducted field visit to SME & ABF customer premise and ensure address are correct as per system.
• Established new leads of information on customer business activity and update new information necessary to management.
• Negotiated and collected an outstanding amount of monthly payment to avoid account fall into NPL status.
• Pursued promise payment and commitment given by customer to regularized the account.
• Maintained good relationships with customer and attend their enquiry with advice and solutions.
• Provided daily reports to management on a regular basis.
• Investigated outbound payment problem received from customer, branch and financial institution.
• Involved in payment services activities.
• Handling charges and claims from beneficiary bank and remitting bank.
• Solving remittance case by case on a daily basis.
• Contected customer or bank through Swift message and phone call.
• Reconciled outstanding balance in account.
• Supporting the UK market.
Professional Certification of Archievement, SAS
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