A recent master's of data science graduate in love with data storytelling and textual generative AI. Excels in transforming financial and logistic datasets into compelling narratives with 4 years of hands-on experience in data collection, analysis, and inference. Proficient in Excel, Power BI and Tableau, paired with strong report-writing skills.
Overview
4
4
years of professional experience
1
1
Certificate
Work History
Accounting Executive
Transliner Maritime Sdn. Bhd.
10.2020 - 09.2022
Performed statistical analysis on the difference between budgeted and actual profits gained monthly.
Developed interactive Excel dashboards to visualise monthly profit and loss data to provide the General Manager with insights.
Streamlined budget and financial statement preparation by automating calculations using Excel formulae, reducing errors and cutting preparation time by up to 30%.
Leveraged Tally ERP9 for meticulous daily and yearly financial reconciliations, ensuring 100% accuracy in bank statements and port handling charges.
Accounting Assistant
Goodrich Asia Pacific Sdn. Bhd.
03.2019 - 10.2020
Collected 600-700 monthly transaction data from principals, ports, and other parties, interpreting them to update the company's financial records via an online accounting software.
Written weekly and monthly demurrage/detention, storage, and repair charges reports for the containers handled.
Provided support to the Accounting Department in ledger updates, processing receipts and invoices, bank reconciliation and communication with other parties.
Conducted thorough analysis and standardisation of heterogeneous logistics data to streamline the preparation of the monthly General Statement of Accounts for all principals.
Data Analyst Intern
Innodatatics
04.2020 - 07.2020
Constructed and followed a project charter and architecture for a medical report data management tool.
Performed imputation of missing values, normalisation and created dummy values for the raw dataset as seen fit.
Created graphic visualisations of the dataset using packages in Python and R such as matplotlib, seaborn and ggplot2.
Automated the exploratory data analysis process by creating a web app to generate a report of medical data using Flask and RShiny.
Accounting Intern
SifuTutor
09.2018 - 12.2018
Developed communication skills by using e-mails, phone calls and messaging applications to communicate with tutors and parents.
Created a database using Google Sheets to organise information regarding the company's monthly expenses, invoice posting and camp payments for a smoother workflow and easier access.
Enhanced financial accuracy by conducting thorough account reconciliations and adjusting journal entries.
Assisted in processing staff and tutors' payroll and automated the generation of 200 tutors' payslips by using an Excel VBA script.
Education
Master of Science - Data Science
Universiti Teknologi MARA
Shah Alam
03.2024
Bachelor of Science - Actuarial Science
Universiti Teknologi MARA
Shah Alam
10.2019
Foundation degree, Science -
Universiti Teknologi MARA
Puncak Alam
06.2015
SPM - Science Stream
SMK Puncak Alam
Puncak Alam
2013
Skills
Python, R and SQL
Power BI
Microsoft Excel
Tableau
Statistical Analysis
Data Mining
Machine Learning
Natural Language Processing
Large Language Model Fine-tuning
Bank Reconciliations
Financial Reporting
Accounts Payable and Receivable Management
Languages
Malay
Native language
Malay
Proficient
C2
English
Advanced
C1
Timeline
Accounting Executive
Transliner Maritime Sdn. Bhd.
10.2020 - 09.2022
Data Analyst Intern
Innodatatics
04.2020 - 07.2020
Accounting Assistant
Goodrich Asia Pacific Sdn. Bhd.
03.2019 - 10.2020
Accounting Intern
SifuTutor
09.2018 - 12.2018
Master of Science - Data Science
Universiti Teknologi MARA
Bachelor of Science - Actuarial Science
Universiti Teknologi MARA
Foundation degree, Science -
Universiti Teknologi MARA
SPM - Science Stream
SMK Puncak Alam
Accomplishments
Faculty Post-Graduate Award (APF), received for all semesters during the Master's program
Excellence Master Award (ASC)
360DigiTMG Jumpstart Scholarship (2020)
Dean's List, Semester 6, Bachelor's program (2018)
Certification
International Logistics & Transportation in Supply Chain (Udemy), 2021
Exclusive Python & R Programming for Beginners (360DigiTMG Malaysia), 2020
Hobbies and Interests
Reading, Fiction and Non-fiction Writing, Graphic Design
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