Bank of America Merill Lynch Singapore

Software Developer, Apr 2022 – Mar 2024

• Built API services using Spring Boot and JPA to support financial web application under FICC

• Enhanced AMPS messaging servers to handle new and existing FIX communications

• Automated process to transform large-scale data into reports for local and overseas stakeholders

• Maintained a scalable and secure CI/CD pipeline using proprietary tools, Jenkins, and Marathon

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KPMG Singapore

Cyber Response Intern, May 2021 - Jul 2021

• Analysed data and behaviour from a large-scale Gophish Phishing Campaign

• Developed an extension module for proprietary parsing software, involving: ESE, EVTX, ELK Stack

• Produced comprehensive documentation and presentations for tasks completed

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Institute for Infocomm Research, A*STAR

Data Science Intern, Jun 2020 – Aug 2020

• Developed an analytical dashboard with Dash for clinical research to analyse electronic health records

• Tested implementation thoroughly, debugged and improved features upon feedback

• Filed technology disclosure for implemented dashboard - Title: Exploratory Data analytics for Multimodal Clinical Data, Filed date: 17 November 2020

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Know the Way, MapHacks (2021) | GitHub, Devpost

Won: Third Overall & Most Creative Use of Twilio

Role: Fullstack Developer

• Developed a travel companion chatbot for WhatsApp

• Provided route optimization and suggested destinations for travellers

• Built with various well-known APIs and used ngrok for the webhook to Twilio

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Agent Bucky, Hacky Birthday MLH! (2021) | GitHub, Devpost

Won: Second Overall

Role: Fullstack Developer

• Constructed an interactive debugging service tool inspired by Rubber Duck Debugging

• Assisted help for programmers by analyzing code explanations through Natural Language Processing

• Created with these resources: Elegoo Uno R3, Pyserial, SpeechRecognition, spaCy

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itrymybest, PrideHacks (2021) | GitHub, Devpost

Won: Best Use of Linode Cloud

Role: Fullstack Developer

• Launched an online service platform to help users understand their writing tone

• Increased awareness on tone of speech and promotes critical thinking for safer online interaction

• Made use of: Flask, Text2Emotion, profanity-filter, PyDictionary, Linode Ubuntu Server

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DeskTranslate, NUS Hack&Roll (2021) | GitHub, Devpost

Won: Best Socially Useful Hack

Role: Backend Engineer

• In a team of 4, created a live-translation desktop tool which uses optical character recognition

• Improved user’s online experience by providing real-time translation and better readability

• Produced translation capabilities through libraries: pytesseract, opencv, deep_translate

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