Vincent Giang

Vincent Giang

Curious • Problem Solver • Impact-Oriented

Fueled by coffee and driven by curiosity, I use data to solve meaningful problems and deliver measurable impact. 🚀

About Me

Bachelor of Computer Science and Bachelor of Commerce graduate from Monash University, majoring in Data Science and Finance. Passionate about using technology to solve meaningful problems and create impact, with a particular interest in data.

Professional Experience

Hands-on experience in data-driven roles across multiple fields, applying analytical and problem-solving skills to deliver meaningful outcomes.

Teamwork

Proven ability to collaborate effectively in diverse teams, contributing to projects across different roles and industries.

Technical Skills

Experienced with a range of tools, including Python, SQL, R, and data visualisation software, for analysing, modelling, and interpreting complex datasets.

Data Impact

Passionate about using data to generate measurable results, through analysis, predictive modelling, and actionable recommendations.

Work Experience

My professional journey building impactful products and leading teams.

Jetstar logo

Business Analyst Intern

Jetstar

Jun 2025 - Nov 2025

Coordinated cross-functional teams and translated business requirements into technical solutions for digital initiatives.

Led the end to end delivery of the Mishandled Baggage (MHB) digital initiative, introducing an in app reporting pathway within the Jetstar mobile app and coordinating work across designers, content writers and multiple development teams.
Owned the full delivery lifecycle for the MHB initiative, from discovery through to delivery, and post release maintenance, with the feature reaching thousands of customers within three weeks, including 479 active users across 20 plus airports.
Contributed to the delivery of 4 initiatives over the internship by translating business requirements into clear user stories, acceptance criteria and functional documentation, authoring and actively contributing to 60+ Jira tickets during my internship.
JiraConfluenceMiro
Aurecon logo

Data and Analytics Intern

Aurecon

Nov 2024 - Feb 2025

Automated data workflows and developed analytics solutions to improve operational efficiency across projects.

Developed Python scripts (pandas, numpy, regex, re, openpyxl, os) to automate the extraction and transformation of ~260 Excel spreadsheets for a transport company, enabling SMEs to consolidate the data into a single CSV file for importing into an IRMS.
Automated project data collection for 5 project managers across 15+ projects using Power Automate, streamlining email table data extraction and trigger-based workflows to ensure seamless monthly reporting.
Pitched a comprehensive vertical infrastructure strategy to judges on transforming the upcoming SRL East Monash University station into a vibrant precinct beyond just a transportation hub and won the "State Government Award".
PythonPower AutomateExcelPowerBI
Deloitte logo

Treasury and Capital Markets Intern

Deloitte

June 2024 - Jul 2024

Supported financial analysis and valuation projects for ASX-listed clients, developing models and conducting technical assessments.

Updated the credit rating model to align with Moody's 2024 updates, improving accuracy for analysts who utilise it across 80+ ASX200 clients annually for credit rating and rTSR analysis.
Conducted fair value and rTSR calculations for share-based payment contracts using Excel models and Deloitte's SBP tool to support financial reporting for ASX100 clients.
Built a custom financial model to value a reward and incentive plan, providing analysts with a baseline tool that significantly improved efficiency by saving time.
ExcelBloomberg
Artin Education logo

Mathematics Tutor

Artin Education

Feb 2023 - Jan 2025

Delivered high-quality mathematics education.

Expanded class sizes from 12 to 25+ students by conducting initial consultations and assessments, achieving a 90% enrolment rate and 100% term-to-term retention through proactive relationship management.
Managed an 8 member team, ensuring key milestones were achieved and projects were delivered in a timely manner.
Led the creation of topic tests and term tests for all classes, ensuring comprehensive assessment coverage.
LaTeXMicrosoft Word

Team Leader

Nov 2022 - Apr 2023

Coordinated team operations and supervised educational program delivery.

Contributed to 110 plus individual content documents, supporting the completion of the Year 9, Year 10 and VCE General Mathematics curriculum.

Administrative Officer

Dec 2021 - Nov 2022

Managed administrative functions.

Collaborated within the Materials Development team to create tutorial notes, homework questions, bound reference material and revision content for Year 7 to VCE Mathematics.

Extracurricular Leadership

Leadership roles and competition achievements across campus organisations.

InvestEd Students' Collective logo

InvestEd Students' Collective

Publications LeadJun 2024 - Oct 2025

LinkedIn finance content, scaling the follower base from 30 to 550+ within a year. Led an "Investing 101" workshop for 40+ students, mentoring participants on pitching portfolios for diverse investor personas to improve campus financial literacy.

Monash DeepNeuron logo

Monash DeepNeuron

Industry RepresentativeMar 2024 - Mar 2025

Secured industry sponsorships and coordinated major events, including MCing a networking night featuring eight firms like Deloitte and Telstra. Facilitated 160+ student enrolments into industry programs through strategic stakeholder engagement.

180 Degrees Consulting logo

180 Degrees Consulting

Project ConsultantFeb 2024 - Dec 2024

Received the "Best Speaker" award for pro-bono consulting performance. Pitched and executed a digital transformation for a refugee support organisation, migrating their management operations to Monday.com to enhance operational efficiency.

Monash Student Managed Fund logo

Monash Student Managed Fund

Investment AnalystJul 2023 - Feb 2024

Conducted industrials sector equity research using trading comparables, PEST, and SWOT frameworks. Delivered a QAN equity report and pitch at MSMF Pitch Night, later validated by a Bloomberg 76.5% buy rating three months post-conclusion.

Competition Achievements

Monash Business Case Competition

2ndNov 2024

Trans-Tasman Case Competition

2ndOct 2024

The Trading Invitational

1stJun 2024

IMC Prosperity

Top 2%Mar 2024

ACYA National Case Competition

Semi-FinalistFeb 2024

IMC Algorithmic Trading Competition

3rdMar 2023

Hacayathon Case Competition

1stMay 2022

My Projects

A collection of my recent work and side projects that showcase my skills and passion for development.

E-Commerce Platform

E-Commerce Platform

A full-stack e-commerce solution with real-time inventory management, payment processing, and admin dashboard.

ReactNode.jsPostgreSQLStripe
AI Content Generator

AI Content Generator

An AI-powered tool that generates high-quality content using natural language processing and machine learning.

PythonTensorFlowFastAPIReact
Task Management App

Task Management App

A collaborative task management application with real-time updates, team features, and analytics dashboard.

Next.jsTypeScriptFirebaseTailwind
Analytics Dashboard

Analytics Dashboard

A comprehensive analytics platform with customizable widgets, data visualization, and reporting capabilities.

ReactD3.jsExpressMongoDB