Chu Quang Bách Email & Phone Number

Ho Chi Minh City, VN

Ho Chi Minh City, Vietnam

• Work with an international team in a Fraud Management Project for a leading bank in Vietnam.
• Take the lead role in design, development, testing, and implementation the Reporting Solution for monitor, analyze and assess the performance of the Fraud Detection System.
• Build and maintain relationship with client’s technical resources, developer, QA, and third party to ensure a smooth implementation plan for our clients.
• Involved in identifying and understanding both technical and business needs of my clients. Perform requirement gathering session and guide my team in creating scope document for project development.
• Design and build ETL flow to ingest data from source system to the target Fraud Report Mart.
• Design Report Mart for Alert System based on Business Requirement, define metrics to measure Fraud Alert System performance.

Ho Chi Minh City, Vietnam

• Design and building Data Lake distributed computing platform - create Data Lake proposal, setup Hadoop for storage, Spark as a processing engine, Kafka as a message queue for streaming, Airflow for workflow.
• Design and building Data Ingestion Layer for Data Lake using Kafka, Spark Structured Streaming and Air Flow to perform Batch/Stream processing from different source systems, transform and store data in a reliable method.
• Setup and administrate Data Lake system, including Hadoop, Yarn, Spark and Hive.

Ho Chi Minh City, Vietnam

• Collaborate with business and technical teams in order to understand, translate, review and playback requirements into Data-Driven-base. Working in multiple projects and present the result to top level managers to.
• Building a Data Pipelines for Data Preparation using SQL, Pandas, Spark SQL & Spark DataFrame to clean, transform and load large amount dataset;
• Building Recommendation System (Content-based, Collaborative Filtering, Matrix Factorization) on implicit data using Spark ALS/Python to recommend proper E-commerce products for customers;
• Perform Descriptive & Predictive Analysis using Machine Learning (Tree-based, Cluster-based) approach to identify important patterns and potential customers for Cross Sell/Up Sell products;
• Model Validation using Split Sample, Cross Validation techniques; Model Evaluation using RMSE, ROC-AUC, Gain-Lift Chart, F1 Score, Confusion Matrix, Rank Ordering Error Metric base on each type of model;
• Developing automatic reports using Python and querying data from different databases. Conducting ad-hoc analysis and one-time requests from managers and other departments;

• Document and Maintain the Metadata and Report Inventories to ensure the traceability and a clear Data Lineage.
• Build Data Governance Policies and Framework to ensure efficient governance over ACB’s data assets.
• Create Data Governance Training Document and Videos to improve ACB staff awareness of the importance of data assets and data management.
• Communicate with other business functions to understand their pain points and help them acknowledge the new Data Governance concept.
• Enroll in seminars, workshops and meetings to adapt new technology and financial industry trends.

442 Vo Van Kiet Street, Co Giang Ward, District 1, Ho Chi Minh City

• Working as an intern at a Software Company in Hospitality Industry.
• Maintain executive's appointment schedule by planning and scheduling meetings.
• Enroll in meetings, write minutes and synthesized assigned works.
• Complete projects and tasks by assigning work to clerical staff; following up on results.
• Interprete and translate for the CEO.

An IoT startup project in Marketing field, using beacon technology to send information about shops and promotions to customers, improve the in-house experience when shopping.