Amy Hung Email & Phone Number

Perth, WA, AU

Perth, Western Australia, Australia

Perth, Western Australia, Australia

• Utilised a suite of machine learning (Random Forest, SVM, Logistic Regression, Clustering) and deep learning (LSTM, Autoencoder) techniques on real-life OBD2 vehicle data to innovate a highly effective classifier for.
• Conducted thorough EDA using advanced techniques, including descriptive statistics for summarising data characteristics, correlation analysis to explore relationships between variables, and time-series analysis for.
• Leveraged interactive Plotly Dashboards for dynamic data visualisation, enhancing the interpretability and accessibility of insights
• Engineered and fine-tuned a sample machine learning trip classifier achieving over 90% accuracy for future application on mining vehicles
• Implemented LIME (Local Interpretable Model-agnostic Explanations) to deliver comprehensive explanations of model predictions, emphasising feature importance
• Designed and deployed a PowerBI Dashboard pipeline to effectively visualise vehicle trips’ productivity and utilisation data for better resources management

Perth, Western Australia, Australia

• Worked on behalf of the Sustainability Committee with a cross-functional team of 6 to contribute to a sustainability business case, focusing on advancing carbon footprint measurement approach from a data perspective
• Facilitated seamless communication with multidisciplinary teams for data collection and in-depth data exploration to identify major carbon emission categories, such as electricity usage, travel and procurement
• Performed data cleaning and sorting, as well as built data pipelines using R and Power Query to maintain data quality, standardise data format and streamline data processing for Scope 2 and 3 carbon footprint measurement
• Leveraged data analytics and statistical techniques to conduct comprehensive analysis on financial and operational data to provide the Board clear understanding on environment impact associated with carbon emission
• Conducted extensive background research and literature review to inform sustainability business case, gain deep understanding of the domain and relevant methodologies, and identify impactful strategic sustainability.
• Presented findings, insights and actionable recommendations on reducing carbon emissions to key stakeholders effectively through data visualisation tools such as Power BI

Hong Kong SAR

• Handled complete spectrum of accounting activities of the entity independently, such as posting general ledger entries, preparing monthly financial statement and financial statement line item breakdowns, reviewing bank.
• Performed monthly analysis on financial statement to ensure sustainable business operation, such as accounts receivable and payable turnover, customer churn analysis and expenses trend analysis
• Designed and regularly monitored the compliance in internal controls on different reporting cycles, such as revenue, expenses, account receivables, account payables and cash cycle, to ensure efficiency and.
• Provided the management with accurate quantitative information on financial position, liquidity and cash flows while ensuring compliance with appropriate accounting standards and government regulations
• Handled inbound finance-related inquiries and performed problem-solving for management

Hong Kong

• Participated in various financial due diligence and vendor assistance projects providing transaction and advisory services to corporates and private equity clients on merge and acquisition transactions in varying.
• Conducted comprehensive trading analysis on operational data from various dimensions, including customers, suppliers, geography and business segments, to advise clients on key business drivers, issues, potential risks.
• Performed detailed financial analysis and review on major financial line items, including quality of earnings, net working capital analysis, net debt analysis, foreign exchange analysis and financial model projections
• Performed project management tasks, such as conducting risk management procedures, leading project teams to complete high-quality projects within tight deadlines and liaising with clients, targets and other M&A.
• Performed data exploration and data cleaning by using Microsoft Excel, Power Query and Power Pivot
• Presented valuable findings from a deal perspective, leveraging effective statistical visualisations through Power BI and Microsoft PowerPoint, facilitated data-driven decision-making and contributed to successful deal.

Hong Kong

• Participated and led in various audit engagements for sizable listed companies and multinational corporations in varying industries, focused on retail, manufacturing and trading industries
• Performed in numerous engagement planning tasks, such as performing risk assessment through business analysis of financial statements, budgeting to design appropriate audit plan and designing audit timeline
• Conducted financial analysis on companies' financial statements to ensure the validity and legality of their financial records through performing substantive analytical procedures in interim and annual audit
• Utilised statistical analysis on historical financial data to identify anomalies, trends, and insights, enhancing the accuracy and efficiency of the audit process
• Reviewed design and operation of companies' internal controls, such as performing walkthrough and test of controls to ensure the efficiency and effectiveness in business operations
• Managed relationship with clients and maintained regular communication with clients, partners, managers, world-wide component audit teams and junior staffs on audit issues and progress of audit engagements

Hong Kong

Master Of Data Science, Graduate With Distinction (Wam: 91; Gpa: 7.0/7.0)

Activities and Societies: UniMentor, Volunteer (UWA Data Institute 2024 Conference)

Bachelor Of Business Administration - Bba, Accounting And Operations Management

Activities and Societies: Cohort Captain, Student Ambassador, Volunteer