Huu Toan Nguyen Email & Phone Number

Ho Chi Minh City, Vietnam

Data Processing and Maintenance: Utilized Python and SQL for extracting data from raw sources provided by the Data Engineering team, performing ETL processes, and uploading to databases. Maintained a systematic data flow using Airflow to ensure the availability of the most updated data for team usage.Dashboard Development: Developed and maintained dashboards using Power BI and Superset to ensure real-time data availability and stability.Automation Tools: Created tools to monitor critical data through Google Chat Bot, Telegram Chat Bot, and automated Google emails. Aimed at ensuring timely information delivery to essential personnel.Project Participation: Engaged in sell-in pricing projects, developing tools to simulate key business metrics for decision-making.Stakeholder Collaboration: Worked closely with stakeholders from various departments to establish workflows that balance their data needs with team resources.

Data Analysis & Dashboard Development: Utilized advanced SQL techniques for extracting, transforming, and loading (ETL) data to build and optimize queries for dashboard and visualization projects. Created data marts from a data warehouse to meet specific departmental needs.Business Analysis & Requirements Gathering: Authored Business Requirements Documents (BRD) by aligning with business objectives defined by the Board of Directors (BOD). Documented Software Requirements Specifications (SRS) for the development of new functions.Data-Driven Solutions: Applied a data-driven approach to identify root causes and devise solutions for business challenges, improving overall business performance through innovative technologies and methodologies.Data Modeling & Testing: Developed data models and prepared factual data for testing, ensuring functions were accurately deployed on the main system. Played a pivotal role in the successful implementation of critical functions within the Odoo system, facilitating key data management for enterprise operations.Training & Support: Conducted comprehensive training sessions for users on new functions, ensuring proficiency and seamless integration into daily operations.

Ho Chi Minh City, Vietnam

Dashboard Development: Spearheaded the creation of comprehensive dashboards for the Board of Directors (BOD), stakeholders, sales divisions, and financial departments by performing ETL processes on the data warehouse, ensuring real-time access to critical business metrics.Data-Driven Business Acceleration: Leveraged a data-driven approach alongside a keen marketing and business mindset to deliver reliable insights, significantly contributing to the refinement of business strategies.Financial Tools and Simulations: Engineered financial simulation tools to calculate agent wages, driver salaries, and promotional budgets, establishing a fair-reward system that aligns with company goals and budget constraints.Customer Segmentation: Utilized unsupervised learning techniques and a marketing mindset to segment customers based on demographic, geographic, psychographic, and behavioral data. Employed Python for data cleaning, exploratory data analysis, model training, validation, and analysis, enhancing marketing strategies and customer engagement.Fraud Prevention: Developed and implemented advanced tools, techniques, and processes for fraud classification and prevention, protecting the company from potential financial losses and reputational damage.

Ho Chi Minh City, Vietnam

Gained practical experience in data crawling with SQL and Python.Strengthened mathematical foundations essential for machine learning and modeling, covering both supervised and unsupervised learning approaches.Conducted exploratory data analysis (EDA) using Python libraries such as Pandas, Matplotlib, Seaborn, and Numpy.Trained, validated, and fine-tuned machine learning and deep learning models, acquiring hands-on expertise in the field.Outcome: Acquired a solid understanding of the fundamentals of machine learning and deep learning, exploring strategies to apply machine learning in solving business challenges.Achievement: Ranked as the Top Sixth researcher in the Machine Learning 30th class.

Ho Chi Minh City, Vietnam

Sponsorship & Events Analysis: Utilized data analysis techniques to evaluate sponsor benefits from TV shows and music videos such as Running Man Vietnam, Giong Ai Giong Ai, Tao Quan, etc. Worked collaboratively with the team to organize major events, including product launches and music tours, leveraging data insights for optimal event impact and audience engagement.Marketing Performance Evaluation: Assessed marketing campaign effectiveness using a blend of media metrics, digital metrics, brand metrics, sales outcomes, and market research. Applied analytical skills to measure and understand the performance across different channels, contributing to strategic marketing decisions.User Engagement Activities Design: Designed and implemented user engagement strategies for diverse groups including journalists, media, communities, and the internal team. Used data insights to tailor activities, enhancing user experience and engagement.Marketing and Business Analysis: Developed a strong marketing and business perspective through continuous analysis of marketing campaigns and events. Enhanced managing and analytical skills by recognizing the importance and impact of various marketing channels.Outcome: Significantly contributed to the development of marketing strategies and execution plans. Enhanced understanding and application of data analytics in marketing, leading to improved campaign performance and strategic decision-making.Achievement: Recognized as one of the best employees in 2019 for outstanding contributions to the marketing team and the innovative use of data in campaign analysis and event planning.

Data Analysis & Machine Learning

Intensive 3-month bootcamp focusing on the best practices of Data Analysis and building Machine Learning algorithms.

Education record

Personal Decision-Making Skills

Bachelor'S Degree