FREDDY LIANG BUSINESS & DATA ANALYST
Portrait of Freddy Liang.

I / PROFILE

Freddy Liang

I’m Freddy. I bring experience across financial services, systems, data and project delivery, backed by an Information Systems degree. Based in Melbourne.

I’m also an active trader, so I understand markets from the client’s side as well as the data side.

EXPERIENCE

  1. Financial Account Manager TMGM

    Apr 2026 – Present · Melbourne

    Manage 180+ retail clients; built a Power BI analysis of client trading behaviour.

  2. Agile Project Manager (Internship) Focus Bear

    Feb 2025 – Jun 2025 · Melbourne

    Requirements gathering, user stories with acceptance criteria, Scrum Master.

  3. Solution Consultant (Internship) SF Technology Group

    Jun 2023 – Nov 2023 · Shenzhen

    Validated Estée Lauder’s SAP data migration; scenario-tested orders and returns.

  4. Product Analyst (Internship) ByteDance

    Aug 2021 – Nov 2021 · Beijing

    Analysed creator and campaign data for campaigns reaching 1.5M+ views.

I’m targeting Business Analyst roles where customer needs, data and systems come together.

I like turning messy problems and raw data into something practical: clearer requirements, better processes, useful insights, or a better customer experience.

EMAILLINKEDIN ↗GITHUB ↗

Business & Data Analyst

  • CLARITYI turn what clients need into what operations and tech teams can act on.180+ retail trading clients at TMGMUser stories at Focus BearPsychology degree
  • INSIGHTI work with real market data.Power BI on live client trading records62,000+ market signal events audited
  • SYSTEMSI ship trading research tools that run on live market data.Live trading research platform Reddit Stock Radar Fear & Greed Tracker
View projects ↓Email me ↗

II

Projects

  2. Live site GitHub
  3. Reddit Stock Radar Fear & Greed Tracker

III

Journey

Four places. One ongoing journey.

01 / 04

MELBOURNE

  1. Financial Account ManagerTMGMApr 2026 – now

    180+ retail clients; Power BI analysis of client trading behaviour.

  2. Agile Project Manager (Internship)Focus BearFeb – Jun 2025

    Requirements, user stories with acceptance criteria, Scrum Master in GitHub Projects.

  3. Master of Information SystemsUniversity of Melbourne2024 – 2025

    H2A · first author of an EAPJ publication on AI-powered cloud systems.

← → SEE OTHER CITIES

City reference photography · Rob Deutscher ↗ · CC BY 2.0

Cropped & displayed in monochrome
01 / SELECTED PROJECT

FROM RECORDS TO RECOGNITION.

Trading analytics.

Power BI dashboard · TMGM

INSIGHTCLARITY

THREE PAGES / SELECT ONE TO EXPLORE

01 / 03Trading analytics · Power BI

Trading analytics · Power BI: Client performance.

Client performance

The overview. I modelled 3,322 trades from 10 anonymised clients into one view of profit, win rate, holding time and activity by symbol.

The question
What separates profitable and unprofitable clients?
What I did
Cleaned several thousand trade records; built DAX measures and three dashboard pages.
Tools
Power BIPower QueryDAXExcel