Government Digital Products - Platforms - BookingSG https://www.developer.tech.gov.sg/products/categories/data-and-apis/bookingsg

1) Spearheaded the development and design of a flask application that determines the intent of a candidate based on documents and emails utilizing REST APIs and a custom machine-learning model with inbuilt Bayesian hyperparameter optimization. Unit-Testing leveraging multi-processing which compiles the results into an Excel file has also been implemented, reducing the unit-testing time by 84%. 2) Part of a global team responsible for debugging, maintaining, scaling, and improving a cloud-deployed service that automates the information retrieval process from German Private Health Insurance forms from 16 unique companies with multiple templates each. 3) In charge of maintenance and scaling an automated regression testing pipeline utilizing multiprocessing, pytest, and REST APIs.4) Led the design and development of a proof-of-concept application that utilizes Optical Character Recognition and logic to extract critical information from multiple forms of templates.

The AWS Early Careers Innovation Program (ECIP) is a cohort-based program for tertiary education students interested in learning more about cloud computing and careers at Amazon Web Services.This 4-week online, interactive developmental program incorporates a mix of skill-based workshops, webinars and fireside chats to help students explore the possible career paths within AWS and in the cloud industry. Students will also work in teams on a case competition based on a mock customer scenario.

1) Curated and implemented a tri-weekly, 3-hour Python and Power BI Training course for selected employees, with a focus on data wrangling and visualizations.2) Created python scripts that:- Determines occupational and educational classification based on dynamic fields of an excel file.- Collates columns in an excel sheet for all excel files in a given folder path to check for specific issues. An exception is raised (if any) showing the file name, row number, and the problem type for easy rectification.- Verifies fields in an Excel sheet, flags and creates new Excel files for rectification if incorrect data is detected before finally compiling all the Excel files together.- Estimates, aggregates, and populates numeric and string data in an Excel file by manipulating information across multiple dynamic Excel files.

Created a python WebCrawler that extracts information from websites and compares it with archived data, reflecting changes in a report whilst updating an SQL database.

1) Revised and updated the Wealth Management platform Manual 2) Assisted in detecting bugs and errors on the Substantial Shareholding Disclosure and Wealth Management platform3) Researched and verified different thresholds for Substantial Shareholding Disclosure for countries in different stock markets