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Jennifer LJL
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Jennifer L

@jenniferl

Data Analyst at LEAP Legal Software who automated reporting and reduced manual effort by over 60%.

Australia
Message

At LEAP Legal Software, I automated end-of-month reporting across Australian and New Zealand entities, reducing manual reporting effort by over 60%. I use Python and SQL to improve the accuracy and reliability of subscription, licence, and ARR reporting.

I analyse commercial performance, including revenue drivers such as pricing, customer growth, churn, and product mix. I also investigate discrepancies across financial and operational systems to improve data integrity.

Earlier, at Shopee Food and Lazada Group, I analysed customer behaviour, campaign performance, and commercial trends to identify growth opportunities. I developed KPI reports and dashboards to help teams assess performance and make decisions.

Experience

Work history, roles, and key accomplishments

LS
Current

Data Analyst

LEAP Legal Software

Sep 2025 - Present (1 year 1 month)

Built and automated end-of-month reporting across Australian and New Zealand entities, improving accuracy of subscription, licence, and ARR reporting. Reduced manual reporting effort by over 60% through Python and SQL automation and developed Tableau dashboards for Finance and Operations teams.

LS

Accounts Officer (Graduate)

LEAP Legal Software

Jan 2025 - Aug 2025 (7 months)

Managed accounts receivable activities including reconciliations, billing validation, invoicing, and financial reporting across multiple business entities. Investigated billing discrepancies and identified automation opportunities that streamlined finance processes.

SF

Marketing Growth & Features Associate

Shopee Food

Jan 2022 - Jul 2022 (6 months)

Analysed customer behaviour, feature adoption, and campaign performance to identify growth opportunities. Developed KPI reports and performance dashboards to monitor campaign effectiveness and support strategic decision-making.

LG

Campaign Analyst

Lazada Group

May 2021 - Jan 2022 (8 months)

Analysed campaign and commercial performance across multiple product categories to support promotional and revenue optimisation strategies. Produced recurring performance reports and translated complex datasets into actionable insights.

NU

Founder / Business Owner

Null.osophy

Jul 2020 - Oct 2021 (1 year 3 months)

Analysed sales and customer data to inform product development and pricing decisions. Managed digital channels and tracked performance metrics to optimise business outcomes.

SH

Business Development Intern

Shopee

Mar 2020 - Jul 2020 (4 months)

Conducted market research and data analysis to support business development decisions.

Education

Degrees, certifications, and relevant coursework

University of Sydney logoUS

University of Sydney

Master of Commerce, Finance and Data Analytics

2022 - 2024

Master of Commerce with a focus on Finance and Data Analytics, achieving high distinctions in data-related courses and receiving the Sydney International Student Award and Business School Scholarship.

Queen Mary University of London logoQL

Queen Mary University of London

BSc (Hons), Mathematics

2016 - 2019

Grade: Upper Second-Class Honours (2:1)

BSc (Hons) Mathematics, awarded Upper Second-Class Honours (2:1).

BC

Bosworth Independent College

A Levels, Mathematics, Further Mathematics, and Chemistry

2015 - 2016

Completed A Levels in Mathematics, Further Mathematics, and Chemistry, awarded a 25% academic scholarship.

Tech stack

Software and tools used professionally

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