Jaron Chan Email & Phone Number

Singapore

• Under the Power and Portfolio Strategy Team
• Fundamental and Technical Analysis on the Commodities Market
• Main Project: Automation of Fundamental and Technical Analysis on the Commodities Market (BCO, HSFO, JKM)
• Created web scrapers to extract articles from major financial news sources (Reuters, Platts, ArgusMedia) using Selenium
• Developed an LLM service to perform text summarization and sentiment analysis tasks on commodities using OpenAI's GPT-4o and Langchain
• Created and analyzed technical charts using Bloomberg API and GPT-4o to produce sentiments for each commodity

• Under the Advisory, Financial Services TeamPart of the pioneer batch of 20 students within the cohort for a SMU-Google-KPMG initiative
• Worked on a Deal automation project leveraging machine learning and AI algorithms in conjunction with semantic-based methods, web scraping and automating the slide creation process
• Proposed and deployed an LLM-enabled full stack application using Python, FastAPI, JavaScript, React, and GCP (VertexAI, PaLM 2, BigQuery) to enhance the deal intelligence workflow, reducing time taken for deal.
• Developed an LLM service to perform text summarization and classification tasks using Google PaLM 2. F2-Measure score of classification task is 92.5%
• Developed an internal tool for web scraping company financial information from multiple data sources using concurrent computing with Python’s concurrent futures module, reducing 4 hours of manual work weekly
• Constructed an end-to-end data pipeline on GCP and deployed solution on Google Cloud’s BigQuery, Functions, Pub/Sub, Scheduler and RunLanguages used: Python, SQL, HTML, CSS, Javascript

• Created SOP / checklists / UAT template generation process for sanity testing
• Created scripts, tested and developed software for client applications
• Utilised source debuggers to write or modify client software to ensure smooth operations of web processes and infrastructurePlatforms used: Laravel, React, Wordpress, Bubble.ioLanguages used: PHP, CSS, MySQL, Javascript

• Handled and modified DNS server rights and implementation for related companies
• Spearheaded the process of documentation and SOP for the Service Delivery and IT Operations departments so that new Service Delivery and IT Operations Executives can adapt faster to work-related lingos and conditions
• Assisted in the network and telecommunications delivery for multiple companies (E.g. Paradise Group, Zouk, Kin Teck Tong, Daikin, Goldbell)
• Handled 1-on-1 customer relations between CTOs/IT Managers and telecommunications companies (SingTel, SPTel, Starhub)

• Served as a Lieutenant, Platoon Commander in 3rd Battalion, Singapore Infantry Regiment
• In charge of training & leading a platoon of 32 men in a light infantry platoon
• Held appointment of Safety Officer for National Day Parade 2020's Mobile Column
• Planned out Eastern route management for Mobile Column, and participated in live rehearsals
• Held appointment of Dy Shift Commander (in charge of 1x platoon) in active deployment for protection of national key installation in Singapore
• Participated in overseas exercises in Brunei and Thailand

Bachelor Of Science (Information Systems), Second Major In Data Science & Analytics, Summa Cum Laude (With Highest Distinction)

Skills: • Python, R • PHP, HTML, CSS, JavaScript to build both Static and Dynamic Webpages • Used MySQL to modify, create and access.

A Levels

Activities and Societies: Outdoor Activities Club3 Distinctions in Economics, Mathematics and Project Work Outdoor Activities Club.

Integrated Programme

Activities and Societies: Arrow Scouts GroupPatrol Leader in Arrow Scouts Group: • Chief Commissioner's Award • Edusave EAGLES Award •.