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 differentiating between car trip types• 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 detecting trends and patterns over time• 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 initiatives • 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 statements and preparing bank reconciliations for discrepancies in timely manner• 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 effectiveness in business operations• 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 industries including telecommunication, manufacturing, real estate and cryptocurrencies, etc.• 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 and growth opportunities in targets' business models, historical performance and forecast models• 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 advisors for data collection and regular progress update• 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 closures• Key clients served: Blackstone Group, CVC Asia Pacific, HGC Global Communications Limited

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