Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Language
English
Advanced
German
Intermediate
Work Experience
Werkstudent Data Analyst at Applied AI Initiative GmbH
April 1, 2024 - January 31, 2025Developed interactive dashboards and automated data fetching pipelines to track hundreds of events and workshops; minimized manual data entry and maintenance by automating data extraction with Apps Script and APIs; contributed to the lifecycle from requirements gathering to turning them into system functionalities and collaborating with developers to deliver the solution.
Analyst at Coolriots Inc, Singapore Systems Analytics
February 1, 2022 - December 31, 2023Maintained backend systems, addressed and fixed bugs reported by clients, and collaborated with cross-functional teams to deliver seamless integration and functionality across two major projects for KPMG and Barclays. Leveraged NLP and OCR technologies to build a financial document parser, converting complex PDFs into structured data frames for processing.
Junior NLP Software Engineer at International Islamic University Malaysia
April 1, 2021 - December 31, 2021Contributed to NLP software initiatives, developing prototypes and components for NLP pipelines and experiments.
Data Scientist, Product Experience Team at SAP SE
March 1, 2025 - PresentContributed to development of high-level Power BI dashboards to deliver actionable insights for product managers across SAP; built a scalable data pipeline with ML components and collaborated with stakeholders to translate needs into technical solutions.
Data Analyst (Working Student) at Applied AI Initiative GmbH
April 1, 2024 - January 1, 2025Developed interactive dashboards using BI tools to track hundreds of events and workshops; identified AI-driven solutions and prepared high-level presentations for management; improved team efficiency by automating data extraction using Apps Script and APIs, reducing manual data entry and maintenance by 80%.
Systems Analyst at Coolriots Inc
February 1, 2022 - December 1, 2023Maintained backend systems, addressed and fixed bugs reported by clients, and collaborated with cross-functional teams to deliver seamless integration and functionality across two major projects for KPMG and Barclays.
Data Scientist (Working Student) - Product Experience Team at SAP SE
March 1, 2025 - PresentContributed to the development of high-level BI dashboards to deliver actionable insights for product managers across SAP. Built a data pipeline leveraging advanced ML techniques and large language models to implement a scalable backlog and a user-feedback similarity matching system.
Education
Bachelor of Computer Science at International Islamic University Malaysia
January 1, 2017 - December 31, 2021MSc. Data Engineering & Analytics at Technical University of Munich
January 1, 2024 - January 3, 2026Bachelor of Computer Science at International Islamic University Malaysia, Kuala Lumpur, Malaysia
January 1, 2017 - January 1, 2021Qualifications
Industry Experience
Software & Internet, Professional Services, Education, Other, Financial Services, Media & Entertainment
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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