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Experience

From Analytics Foundations to AI Solution Architecture.

I turn operational friction into governed, measurable solutions people can use, connecting business priorities to data, workflows, and production delivery.

Professional Experience

Analytics Specialist

May 2025 - Present

Quandatics (M) Sdn. Bhd.  •  ⚲ Kuala Lumpur, Malaysia

  • Deliver enterprise analytics, automation, and AI-enabled solutions for business operations and reporting environments.
  • Design and optimize data preprocessing, analytics, and ML pipelines using RapidMiner, Python, SQL, AWS, ClickHouse, Qlik Sense, and Power BI.
  • Architect agentic workflow, data engineering, BI, RPA, and cloud AI solution patterns with clear governance and operational considerations.
  • Collaborate with stakeholders to translate business requirements into scalable technical implementations and coordinate work across technical teams.

Finance Transformation and Digitalisation Intern

Nov 2024 - May 2025

Quandatics (M) Sdn. Bhd.  •  ⚲ Kuala Lumpur, Malaysia

  • Supported Oracle NetSuite Saved Searches and SuiteAnalytics for ERP migration and e-Invoice reporting.
  • Migrated 1,200+ AutoCount financial records and built reporting for AP, AR, managers, CFO, and CEO stakeholders.
  • Reduced report preparation effort by up to 70% and supported same-day reporting across 10+ stakeholders.

Leadership and Delivery

Technical coordination

Led a RapidMiner machine-learning project as Team Lead for a six-member cross-functional team, including sprint planning, Scrum ceremonies, mentoring, and progress tracking.

Community leadership

Served as Deputy Vice Chairperson of the Computer Science Society and President of the Faculty of Computing & Information Systems Student Representative Council.

Education

Bachelor of Computer Science (Honours) in Data Science

Jun 2022 - Jun 2025

Tunku Abdul Rahman University of Management and Technology | CGPA 3.36

Final-year project: Airbnb New User Prediction System, using a 213,451-record dataset and multiple model optimization strategies.

Diploma in Computer Science

May 2019 - May 2022

Lincoln University College | CGPA 3.75