Jason Ang

Experience

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  Omni-Plus System

  Dec 2019 - Apr 2020

  Software Engineer

  1 of 3 prime participants in the design, development and implementation of 3 digital products to streamline and automate the company's processes.1. Customer Relationship Management (CRM) System. Developed a customised CRM that helps to streamline company processes and facilitate communications between sales personnel. Django was used as the framework to design this program. Obtained an adoption rate of 86% and drove sales lead generation up by an estimated 12%. Overall, it was a well-received program by both the sales personnel, and the management team.2. In-house Research and Development Management System. Built an in-house RND Management System that allows users to keep track of all development works. Integrated the CRM with this in-house RND Management System to facilitate communications and collaboration between the Sales teams and RND teams. Managed to aid and manage workload of RND personnel, as seen by an estimated 24% increase in volume of projects after its implementation.3. Automated Business Partners due diligence tool. Automated the process of conducting due diligence checks in accordance to J-SOX requirements by utilizing web-scraping technologies. Achieved an adoption rate of 100%. Approved by Mizuho Bank for Tokyo Stock Exchange IPO Requirements. Show less

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  Learnseeker

  Dec 2020 - Mar 2021

  Data Analyst Intern

  I was tasked with developing and designing the data analytics dashboard to automate and improve workflow for data analytics, so that clients can not only view their progress in real time, but understand it better with insightful metrics and easy-to-digest graphs. I worked closely with the CTO to devise the tech stack, and with the CEO to come up with an appropriate dashboard design and layout suited for the clients. - Frontend built with React.js, D3.js and Redux- Backend and API endpoint built using Flask and Graphene- Data extraction and manipulation achieved utilising pandas and SQLAlchemy Show less

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  Shopee

  Jan 2022 - Apr 2022

  Data Analyst Intern

  I was involved in the monitoring and development of KPI and Salesforce reports being sent out to the local teams in various countries, suited to their needs, mainly leveraging pySpark, Hadoop and Airflow. Apart from that, I would also handle requests from the local teams regarding changes in data requirements, and collaborated with various departments to work out a data pipeline that would best suit to solve the problems at hand.

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  Prudential Assurance Company Singapore

  May 2022 - Jul 2022

  Data Science Intern

  I was tasked with the development of a POC resume parser, to automatically score applicants' suitability of various job roles based off their resume. - Spearheaded development of POC resume parser using SpaCy and PyMuPDF, to automatically score applicants based on suitability for various job positions- Obtained training data through webscraping means using Selenium- Trained a custom NER model utilizing SpaCy and Kaggle to identify specific relevant entities relating to resumes, increasing accuracy compared to pre-trained general purpose NER models- Implemented a simple scoring system deploying word vector similarity in SpaCy- Created a frontend interface utilizing React.js for recruiters and applicants- Deployed a Flask app to handle API requests to resume parser Show less

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  GovTech Singapore

  Jan 2023 - Jun 2023

  AI Engineer Intern

  I handled full stack development under Data Science and Artificial Intelligence Division (DSAID), mainly for a data provisioning service. - Headed development of data products, an anticipated new feature handling the transformation of raw data into user-actionable data- Delivered intuitive and user friendly frontend interface operating React.js, Typescript and Redux- Engineered backend data fetching and querying services utilising Microsoft Azure, Python (Strongly-Typed), Snowflake and CosmosDB- Implemented user control according to Central Account Management (CAM) specifications for concurrency within organisation Show less