Devin Dang
Sydney,NSW
Summary
Dynamic Data Analyst with experience at Sichuan Industrial Revitalization and Development, adept at leveraging SQL and machine learning to drive data-driven decision-making. Proven track record in developing automated dashboards and financial models, enhancing reporting accuracy, and fostering collaboration across teams to optimize investment strategies and minimize risks.
Overview
3
3
years of professional experience
Work History
Data Analyst Intern
Ozeit Technology Company
12.2024 - 03.2025
- Conducted thorough data validation and cleaning to ensure accuracy and reliability of datasets.
- Optimized SQL queries and database operations, significantly improving data processing speed and efficiency.
- Converted raw datasets through normalization and transformation, preparing them for advanced analysis.
- Monitored and controlled data uploads, ensuring successful imports and maintaining data quality.
- Performed exploratory data analysis to identify trends and patterns, leading to actionable insights.
- Simplified complex data into clear reports and visualizations to support stakeholder decision-making.
- Conducted A/B testing to evaluate strategies and recommend optimal solutions.
- Developed KPIs to monitor ongoing project performance and guide focused analysis.
- Built custom algorithms and predictive models to automate data analysis and forecast future trends.
- Applied machine learning techniques to uncover hidden patterns and enhance analytical capabilities.
- Developed an automated alert system to detect data anomalies in real-time.
- Collaborated with cross-functional teams including IT and Marketing, ensuring data integrity and supporting targeted strategies.
Financial Data Analyst
Sichuan Industrial Revitalization and Development
06.2022 - 10.2022
- Leveraged statistical methods and software tools to interpret large datasets and support evidence-based decision making.
- Developed customized financial models to support strategic planning and facilitate long-term organizational growth.
- Achieved faster decision-making capabilities by developing automated dashboards for real-time financial data visualization.
- Improved financial reporting accuracy by implementing advanced data analysis techniques.
- Optimized investment strategies through detailed portfolio analysis, maximizing returns.
- Pioneered the use of machine learning algorithms for predictive market analysis.
- Monitored market trends and news to identify emerging investment opportunities.
- Reduced financial risk exposure by monitoring KPIs and addressing potential issues promptly.
- Implemented robust risk management protocols to minimize potential losses from market fluctuations.
- Collaborated with cross-functional teams to integrate financial data into company-wide initiatives.
- Promoted a data-driven decision-making culture by championing transparency and innovative analysis tools.
Project Leader
Shanghai University
07.2023 - 11.2023
- Developed comprehensive project plans outlining clear goals, timelines, milestones, and individual responsibilities, ensuring alignment among all team members.
- Allocated resources efficiently and managed schedules to achieve project objectives within the academic deadlines.
- Defined and documented the project scope, objectives, and deliverables, ensuring clarity and shared understanding among team members.
- Fostered open communication across the team by streamlining communication channels and providing regular updates on project progress to stakeholders, including faculty advisors and teammates.
- Coordinated regular team meetings to track progress, address challenges, and realign priorities as needed.
- Reduced project risks through comprehensive risk assessments and proactive mitigation strategies.
- Served as an escalation point for team members, quickly addressing complex issues and conflicts during project implementation.
- Closely tracked project and team performance, intervening promptly to correct mistakes and mitigate delays.
- Conducted thorough post-project evaluations to assess project outcomes and identify opportunities for process improvement.
- Analyzed project performance data to refine best practices and enhance future project execution.
Education
Master of Science - Mathematics, Statistics And Data Analysis.
University of Sydney
Sydney, NSW12-2024
Bachelor of Science - Pure Mathematics, Applied Mathematics, Programming
Shanghai University
Shanghai, China07-2021
Skills
- Programming: SQL, Python, R, C, JavaScript, Matlab, Mathematica
- Visualisation: Excel, Tableau, Power BI, Looker Studio
- Database:
- Cloud:
Technical
- Big Data:
- Experimentation: A/B Test, Multivariate Test, Hypothesis Test, Power Analysis
- Data Engineering: ETL, Data Integration, Data Cleaning
- Statistical Modeling: Linear Regression, Logistic Regression, Time Series Modeling (ARIMA, GARCH)
- Machine Learning: Supervised Learning, Unsupervised Learning, Model Training, Hyperparameter Tuning, LSTM, XGBoost
Languages
English
Native or Bilingual
Chinese (Mandarin)
Native or Bilingual
EXTRA-CURRICULAR ACTIVITIES
Title Shanghai, China
Fundraiser Volunteer. 12/2017 – 06/2021
Student Council Representative, School of Economics at Shanghai university. 09/2017 – 08/2021
Dance Director, Shanghai University Dance Society. 09/2017 – 06/2021
Certifications & Training
- Passed the Financial Risk Manager (FRM) Exam Parts 1 and 2 in Financial Risk Management (Certification to be obtained upon professional assessment).
- Piano Grade 8.
- Outstanding dancer, has represented the school multiple times in the Shanghai Dance Competition, winning individual, duet, and group championships.
Timeline
Data Analyst Intern
Ozeit Technology Company
12.2024 - 03.2025
Project Leader
Shanghai University
07.2023 - 11.2023
Financial Data Analyst
Sichuan Industrial Revitalization and Development
06.2022 - 10.2022
Master of Science - Mathematics, Statistics And Data Analysis.
University of Sydney
Bachelor of Science - Pure Mathematics, Applied Mathematics, Programming
Shanghai University
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