ATD - Tự tin chinh phục đỉnh cao nghề nghiệp

ThS HỒ THỤY HƯƠNG THỦY

Chức danh: Lecturer – Data Analytics | Data Platform Architect

Giảng dạy:

- Data Analytics

With 20 years of experience in the IT industry, including 12 years specializing in business analysis, data platform development, and data analytics, I have developed deep expertise in database management, data warehousing, and data platform methodologies. Skilled in building data platforms using both on-premises tools and cloud services like AWS and Azure, I have a solid track record of delivering effective solutions across various industries. My capabilities also include data analytics and machine learning, enabling me to uncover actionable insights to achieve business success. Over the course of my career, I have successfully implemented Management Information Systems (MIS) and data platforms in sectors such as education, finance, dairy, heavy industry, pet healthcare, and insurance, showcasing my ability to design customized solutions for complex challenges. Additionally, I bring over a decade of experience in teaching and mentoring, having worked with universities, colleges, and training centers, as well as guiding freshers and junior team members on projects.

I. WORK EXPERIENCE

TMA Solutions

Subject Matter Expert – Major: Data Engineering & Analytics (07/2021 – current)

Engaging in various data projects, assuming roles as a senior data engineer/data analyst, database specialist, technical lead, and technical architect.
Providing guidance and mentorship to junior team members in enhancing their data-related skills.
Conducting research and providing training on data knowledge and emerging technologies to the team.

Gains:

Successfully deployed the reporting system using MS Power Platform and Azure Services for insurance building, restoration and repair services company in Australia in December 2024.
Successfully deployed the data platform for a non-profit organization in the dairy industry in Australia in June 2023.
Recognized as a star performer in Q4 2022.
Re-architected the data platform for a financial company (Australia) in August 2022.

VATC (now American Polytechnic College APC), HCMC; Center for Informatics - University of Natural Sciences, HCMC; Dong Nai Technology University; Hoa Sen University, HCMC; and MindX 2008 – current

Visiting Lecture

Data for Everyone (SQL, Power BI and basic Python)
Predictive Analytic using Machine Learning models
Fundamentals of Database
Relational Database Management Systems (MS SQL Server, mySQL, MS Access)
Structure-oriented Analysis and Design
Object-oriented Analysis and Design
Computer Architecture
Basic Informatics and MS Office (Word, Excel, and Power Point)

Hoa Sen University, HCMC

IT Specialist – IT Department (12/2010 – 06/2021)

Participated in ERP Project, working as a Business and Database Analyst (3 years).
Managed and enhanced the available systems of the university (Campus Solutions System, e-Learning, HRMS, CRM, and Data warehouse).
Trained and supported end-users.
Participated in researching & applying new technologies.

Gains: The Campus Solutions System has been successfully deployed and has become the core system at Hoa Sen University. There are approximately 10,000 students and 500 employees who are currently using it.

Hoa Sen University, HCMC

Tutor and Assistant Dean – Science and Technology Faculty (06/2008 – 11/2010)

Lotus Solutions Center, HCMC

Software Engineer, QA Team Leader, Business Analyst, and Project Manager (08/2004 – 05/2008)

II. TECHNICAL SKILLS

Programming Languages: SQL, Python (Pandas, Numpy, Matplotlib, Seaborn, Scikit-learn, Beautiful Soup, NLTK, TensorFlow)

Business Analysis: Models in structure-oriented analysis (DFD, ERD, CMD…), object-oriented analysis (UML), Visio, Power Designer.

Data Engineering

Data Engineering Skills: Data Collection, ETL/ELT, Data Modeling, Database, Data Warehouse, Data Lake, Data Lakehouse.
On-premises Databases: MS SQL Server (DB, SSIS), DB2, mySQL, PostgreSQL.
AWS Services: RDS, S3, Redshift, Glue, Step Functions.
Azure Services: Azure SQL, Storage Account – Data Lake, Data Factory (ADF), Synapse.
Other Platforms: Snowflake.

Data Analysis

Data Analysis Skills: Data Pre-processing, Exploratory Data Analysis (EDA).
Data Visualization Tools: Tableau, Power BI, SAS Visual Analytics.
Data Mining Tools: Hugin, Netica, Orange.
Automated Workflow Tools: MS Power Platform.
Predictive Analysis with Machine Learning: Supervised and Unsupervised Learning Models.
NLP Techniques: Data Pre-processing techniques, Deep Learning models and Sentiment Analysis.

IDE/CASE tools: Visual Studio Code, Rstudio, PyCharm, GoogleColab, DBeaver.

Other tools: GitHub, Bitbucket, Git Kraken, Jira, Confluence, MS Office.

III. EDUCATION

University of Economics Ho Chi Minh City Graduation: 03/2023

Master of Information Design and Technology

University of Economics Ho Chi Minh City Graduation: 06/2008

Bachelor of Information Systems

Hoa Sen College (now Hoa Sen University), HCMC Graduation: 07/2004

Degree in Software Engineering

Awards: Hoa Sen Insignia

IV. CERTIFICATES

Professional Scrum Master I (https://www.scrum.org/certificates/938000) – Scrum.org - 2023