Analytical and detail-oriented professional with experience in data analysis, dashboard development, and business process improvement. Skilled in transforming data into insights to support operations, customer experience, and strategic planning. Proficient in Excel, SQL, Qlik Sense, R Studio, and Data Lake platforms.
Overview
6
6
years of professional experience
5
5
years of post-secondary education
2
2
Languages
Work History
Executive Analytics & Performance Management
Tenaga Nasional Berhad
08.2021 - Current
Conducted data analysis for Differentiated Strategy (DS) and Marketing Strategy (MS), delivering insights to support SMER customer segmentation, marketing programs, and strategic decision-making.
Managed weekly Retail BCM reports, SMER performance reports, and dashboards for Supply Offerings, myTNB, Digital Billing, and Beyond kWh performance.
Developed and enhanced dashboards in Qlik Sense and WEBI, integrating real-time data, customer segmentation, ageing analysis, and operational metrics to improve business visibility and reporting accuracy.
Improved customer experience for VIP customers by optimizing CRM processes, including VIP tagging, salutation standardization, and data migration from STAR to CRM.
Built a data integration platform using Hue Data Lake, consolidating multiple data sources to simplify monitoring and improve reporting efficiency.
Proficient in Excel, SQL, Data Lake (Hue), Qlik Sense, and R Studio for data analysis and reporting.
Executive Trainee
TNBR GREAT Programme
05.2021 - 08.2021
Worked on reforming biogas compositions using Non-Thermal Plasma technology.
Oversaw and managed on-site operations in collaboration with vendors.
Assisted in preparing technical reports, research articles, and project documentation.
Conducted meetings and discussions with vendors to ensure project alignment and timely deliverables.
Streamlined workflow processes to enhance operational efficiency and project execution.
Jr. Project Engineer
Dar Energy Sdn. Bhd.
10.2020 - 02.2021
Managed and coordinated the delivery of detailed design engineering for the Shallow Clastics Redevelopment project with Petronas Carigali Sdn Bhd (PCSB).
Oversaw the preparation and submission of engineering design deliverables for multiple work packages involving the modification and replacement of offshore platforms in Sarawak.
Led technical discussions and interface meetings with internal teams, vendors, and client representatives to address project requirements, resolve technical issues, and ensure alignment on project milestones.
Coordinated the preparation of technical and commercial bid evaluations for the selection and procurement of third-party services, balancing technical compliance with cost optimization.
Monitored project progress, ensured timely delivery of key milestones, and supported risk mitigation efforts to maintain schedule and budget adherence.
Internship
Tuanku Jaafar Power Station
02.2019 - 05.2019
Gained hands-on experience in power generation operations utilizing Combined Cycle Gas Turbine (CCGT).
Assisted in preventive maintenance activities, including valve leak repairs and debris filter maintenance.
Assisted shift charge engineers in monitoring and operating plant systems from the control room, gaining exposure to real-time plant operation.
Accompanied steam engineers during HRSG inspections, learning inspection procedures, operational parameters, and maintenance requirements for steam generation equipment.
Participated in hydrostatic testing and inspections of diesel storage tanks to ensure safety and compliance.
Conducted stocktaking activities and maintained accurate inventory records for warehouse materials and spare parts.
Education
Bachelor of Mechanical Engineering (Hons.) -
UNIVERSITI TENAGA NASIONAL
Bangi, Selangor, Malaysia
01.2016 - 01.2020
Sijil Pelajaran Malaysia (SPM) -
MRSM BESERI
Perlis
01.2013 - 01.2014
Skills
Microsoft Office
Qlik Sense
Power Bi
R Studio
SQL
Skills - Engineering Software
Microsoft Office, Advance
Auto CAD, Intermediate
Solid Work, Intermediate
C++, Intermediate
PTC Creo, Intermediate
Microsoft Excel, Advance
Adobe Photoshop, Intermediate
Adobe Lightroom, Basic
Leadership Background
2019, IMechE's Best Student Project Award, Universiti Tenaga Nasional
2018, Dean List Award, Universiti Tenaga Nasional
2017, Project Paplet, The Malaysia Book of Records
Club Society
Universiti Tenaga Nasional, 2017/2018, Facilitator, University Orientation Program
Universiti Tenaga Nasional, 2018/2019, Club Treasurer, Islamic Studies Association
Universiti Tenaga Nasional, 2017/2018, Club Treasurer, Islamic Studies Association
Universiti Tenaga Nasional, 2016/2017, Head of Smart Group Bureau
Ic Number
970412-05-5153
Personal Features
I am very committed to task that have been assigned to me and able to work independently. I own a vehicle and willing to travel for work. Currently seeking for new experience in utility and energy industry.
<ul><li>Company Overview: Group Company of PUIG, Spain</li><li>Team Leadership & Process Excellence: Organised the transformation of the Finance & Accounts function, establishing performance-driven goals, and embedding a culture of accountability and continuous improvement. Drove operational efficiency through process redesigns, SOP implementation and optimal resource deployment, leading to measurable improvements in turnaround time and accuracy.</li><li>Strategic Partnering with CXOs: Acted as a key advisor to the CEO, CFO, and other CXOs on business planning, pricing strategies, and business model pivots to support scale-up and profitability. Contributed to investor communications with data-backed insights to enhance stakeholder confidence and secure strategic funding.</li><li>Cross-Functional & Global Stakeholder Management: Functioned as the strategic finance business partner to cross-functional heads and the PUIG global finance team, aligning local execution with global financial strategies and compliance requirements.</li><li>ERP Transformation & System Automation: Led end-to-end ERP reimplementation to address system gaps, enforce role-based controls, and automate core finance processes—resulting in enhanced data accuracy, faster reporting and improved internal controls.</li><li>Costing, Inventory & Profitability Optimization: Designed and implemented plant-level costing models to ensure accurate COGS determination. Improved inventory management across pricing, consumption tracking, and aging analysis—enabling better working capital control and cost efficiency.</li><li>Manufacturing Finance & Statutory Compliance: Supervised end-to-end accounting for manufacturing operations and ensured full statutory compliance.</li><li>Financial Reporting, MIS & Profitability Analytics: Delivered accurate and timely monthly MIS reports, including P&L, Balance Sheet and KPI dashboards with deep-dive variance analysis across stores, business verticals, and geographies. Supported board-level decision-making through insightful presentations on financial health and business performance.</li><li>Budgeting, Forecasting & Business Planning: Led the Annual Operating Plan (AOP) and rolling forecasts, ensuring alignment with strategic objectives and market dynamics. Monitored key financial metrics to enable business decisions and proactive cost management.</li><li>Statutory, Internal & Tax Audit Management: Finalized standalone and consolidated financials under Ind AS and IFRS, ensured timely group reporting and compliance with international standards. Delivered clean and timely closures of statutory, tax, and internal audits in coordination with Big 4 auditors. Strengthened audit readiness through pre-audit diagnostics and rectification of recurring control gaps.</li><li>Regulatory Compliance & Risk Management: Ensured end-to-end compliance which includes ROC, RBI, FEMA, Income Tax, GST, Transfer Pricing, DTAA, and Customs. Reviewed cross-border contracts and transactions to ensure arm’s length pricing, accurate TDS application, and proper documentation under Transfer Pricing regulations.</li><li>Commercial Negotiation & Contract Governance: Led commercial negotiations and structured deals with vendors and franchisees. Reviewed key business contracts to ensure financial viability, risk protection, and compliance with regulatory standards.</li><li>Treasury & External Commercial Borrowing (ECB): Managed fund planning and liquidity management including ECB drawdowns, bank negotiations, and interest optimization. Improved working capital cycles through proactive cash flow forecasting and receivables control.</li><li>Internal Controls & Governance Framework: Led organization-wide reviews of internal control systems, identified process gaps, and redesigned or implemented over 40 SOPs and IFCs. Established a governance structure for financial discipline, risk mitigation, and policy compliance across departments.</li></ul> at Kama Ayurveda Pvt. Ltd. & PUIG India Pvt. Ltd.<ul><li>Company Overview: Group Company of PUIG, Spain</li><li>Team Leadership & Process Excellence: Organised the transformation of the Finance & Accounts function, establishing performance-driven goals, and embedding a culture of accountability and continuous improvement. Drove operational efficiency through process redesigns, SOP implementation and optimal resource deployment, leading to measurable improvements in turnaround time and accuracy.</li><li>Strategic Partnering with CXOs: Acted as a key advisor to the CEO, CFO, and other CXOs on business planning, pricing strategies, and business model pivots to support scale-up and profitability. Contributed to investor communications with data-backed insights to enhance stakeholder confidence and secure strategic funding.</li><li>Cross-Functional & Global Stakeholder Management: Functioned as the strategic finance business partner to cross-functional heads and the PUIG global finance team, aligning local execution with global financial strategies and compliance requirements.</li><li>ERP Transformation & System Automation: Led end-to-end ERP reimplementation to address system gaps, enforce role-based controls, and automate core finance processes—resulting in enhanced data accuracy, faster reporting and improved internal controls.</li><li>Costing, Inventory & Profitability Optimization: Designed and implemented plant-level costing models to ensure accurate COGS determination. Improved inventory management across pricing, consumption tracking, and aging analysis—enabling better working capital control and cost efficiency.</li><li>Manufacturing Finance & Statutory Compliance: Supervised end-to-end accounting for manufacturing operations and ensured full statutory compliance.</li><li>Financial Reporting, MIS & Profitability Analytics: Delivered accurate and timely monthly MIS reports, including P&L, Balance Sheet and KPI dashboards with deep-dive variance analysis across stores, business verticals, and geographies. Supported board-level decision-making through insightful presentations on financial health and business performance.</li><li>Budgeting, Forecasting & Business Planning: Led the Annual Operating Plan (AOP) and rolling forecasts, ensuring alignment with strategic objectives and market dynamics. Monitored key financial metrics to enable business decisions and proactive cost management.</li><li>Statutory, Internal & Tax Audit Management: Finalized standalone and consolidated financials under Ind AS and IFRS, ensured timely group reporting and compliance with international standards. Delivered clean and timely closures of statutory, tax, and internal audits in coordination with Big 4 auditors. Strengthened audit readiness through pre-audit diagnostics and rectification of recurring control gaps.</li><li>Regulatory Compliance & Risk Management: Ensured end-to-end compliance which includes ROC, RBI, FEMA, Income Tax, GST, Transfer Pricing, DTAA, and Customs. Reviewed cross-border contracts and transactions to ensure arm’s length pricing, accurate TDS application, and proper documentation under Transfer Pricing regulations.</li><li>Commercial Negotiation & Contract Governance: Led commercial negotiations and structured deals with vendors and franchisees. Reviewed key business contracts to ensure financial viability, risk protection, and compliance with regulatory standards.</li><li>Treasury & External Commercial Borrowing (ECB): Managed fund planning and liquidity management including ECB drawdowns, bank negotiations, and interest optimization. Improved working capital cycles through proactive cash flow forecasting and receivables control.</li><li>Internal Controls & Governance Framework: Led organization-wide reviews of internal control systems, identified process gaps, and redesigned or implemented over 40 SOPs and IFCs. Established a governance structure for financial discipline, risk mitigation, and policy compliance across departments.</li></ul> at Kama Ayurveda Pvt. Ltd. & PUIG India Pvt. Ltd.
<ul><li>Roles and Responsibilities</li><li>Hiring and team building</li><li>Managing team’s career progression and performance reviews</li><li>Managing Performance improvement plan and firing</li><li>Mentoring</li><li>Product roadmap planning and execution</li><li>Accountability of the entire delivery execution including the risk mitigation planning.</li><li>Stakeholder management</li><li>Adhering to Apple Privacy and Security Guidelines for platform</li><li>Design and implementation of new architectures and solutions to manage all online services for AdXchange in Apple Ads.</li><li>Design and implementation of new architectures and solutions deliver Budget experimentation in Apple Ads</li><li>Design and implementation of new architectures and solutions to manage data for Ad Platform.</li><li>Creating and maintaining all the data and analytics and revenue pipelines for Ad Platforms</li><li>Driving the solution for data ingestions and data processing across Ad platform</li><li>Defining the Strategy for data governance and data access</li><li>Collaboration with business to deliver relevant data and insight for our strategy and decisions.</li><li>Managing storage, processing, copy/synchronization etc. appropriate to scale</li><li>Enabling machine learning and algorithm groups by proving them right frameworks and data</li><li>Advancing team’s design methodology and quality programming practices and evangelize those techniques across Ad platform.</li><li>Deliveries</li><li>Setup 8+ member team to design and deliver Budget Allocation and Budget experimentation.</li><li>Leading Ad Delivery services team, responsible for delivering various capabilities like query understanding, targeting, fraud etc.</li><li>Delivered and Lead Design for observability for budget, and data platform in Ad platform.</li><li>Setup 11+ members high performing team to handle various business needs such as analytics and micro services for Display Advertising as well as Data Platform</li><li>Instrumental in driving Data Platform throughout the SDLC from inception, design, development, testing and deployment.</li><li>Instilled a strong team culture of high-quality delivery by constructive feedback, cross collaboration, focus and motivation.</li><li>Delivered Realtime and Batch Platform with various integrations</li><li>Delivered new DIP design for Data Platform</li><li>Delivered design of all the components of Data processing platform</li><li>Transitioned Display data work to India seamlessly and delivered many critical business impacting features and organizational security initiatives.</li><li>Closely worked with various stakeholders to understand the requirements which resulted into efficient remote work culture.</li><li>Seamless Display execution and set up best practices for 24X7 production on-call.</li><li>Tools and Technologies</li><li>AWS, S3, Kafka, Spark, Hadoop, EMR, Hive, Scoop, Flume, Cassandra, Airflow, Oozie, Gobblin, Schema Store, Icloud, Grafana, Kubernetes, Vertica, Alation, snowflake, druid, Iceberg, Java, Scala, IntelliJ, Oracle, MySql, Git, RIO, Spinnaker, Elastic cache, Grpc, Agile.</li></ul> at Apple - Adplatform<ul><li>Roles and Responsibilities</li><li>Hiring and team building</li><li>Managing team’s career progression and performance reviews</li><li>Managing Performance improvement plan and firing</li><li>Mentoring</li><li>Product roadmap planning and execution</li><li>Accountability of the entire delivery execution including the risk mitigation planning.</li><li>Stakeholder management</li><li>Adhering to Apple Privacy and Security Guidelines for platform</li><li>Design and implementation of new architectures and solutions to manage all online services for AdXchange in Apple Ads.</li><li>Design and implementation of new architectures and solutions deliver Budget experimentation in Apple Ads</li><li>Design and implementation of new architectures and solutions to manage data for Ad Platform.</li><li>Creating and maintaining all the data and analytics and revenue pipelines for Ad Platforms</li><li>Driving the solution for data ingestions and data processing across Ad platform</li><li>Defining the Strategy for data governance and data access</li><li>Collaboration with business to deliver relevant data and insight for our strategy and decisions.</li><li>Managing storage, processing, copy/synchronization etc. appropriate to scale</li><li>Enabling machine learning and algorithm groups by proving them right frameworks and data</li><li>Advancing team’s design methodology and quality programming practices and evangelize those techniques across Ad platform.</li><li>Deliveries</li><li>Setup 8+ member team to design and deliver Budget Allocation and Budget experimentation.</li><li>Leading Ad Delivery services team, responsible for delivering various capabilities like query understanding, targeting, fraud etc.</li><li>Delivered and Lead Design for observability for budget, and data platform in Ad platform.</li><li>Setup 11+ members high performing team to handle various business needs such as analytics and micro services for Display Advertising as well as Data Platform</li><li>Instrumental in driving Data Platform throughout the SDLC from inception, design, development, testing and deployment.</li><li>Instilled a strong team culture of high-quality delivery by constructive feedback, cross collaboration, focus and motivation.</li><li>Delivered Realtime and Batch Platform with various integrations</li><li>Delivered new DIP design for Data Platform</li><li>Delivered design of all the components of Data processing platform</li><li>Transitioned Display data work to India seamlessly and delivered many critical business impacting features and organizational security initiatives.</li><li>Closely worked with various stakeholders to understand the requirements which resulted into efficient remote work culture.</li><li>Seamless Display execution and set up best practices for 24X7 production on-call.</li><li>Tools and Technologies</li><li>AWS, S3, Kafka, Spark, Hadoop, EMR, Hive, Scoop, Flume, Cassandra, Airflow, Oozie, Gobblin, Schema Store, Icloud, Grafana, Kubernetes, Vertica, Alation, snowflake, druid, Iceberg, Java, Scala, IntelliJ, Oracle, MySql, Git, RIO, Spinnaker, Elastic cache, Grpc, Agile.</li></ul> at Apple - Adplatform