Gabriel Tao
Northpark,Auckland
Summary
An adept and responsive professional with extensive experience in monitoring database performance and optimizing database environments. Possessing robust data analytical skills, exemplary problem-solving abilities, and expertise in data visualization/reporting to facilitate informed business decision-making. Equally proficient in working independently and collaboratively as required, with excellent communication skills.
Overview
6
6
years of professional experience
1
1
Certificate
Work History
Data Engineer
CEVA Logistics
05.2022 - 01.2024
- Proficient in data centre development with expertise in integrating data across multiple systems such as SAP and MATRIX WMS
- Experienced in generating automated billing invoices using data warehouse, with a keen understanding of the billing logic that is contingent upon the customer's contractual agreement
- Adept at implementing automated reporting systems via email, to enable clients and stakeholders to effectively monitor targeted metrics
- Skilled in constructing interactive dashboards that facilitate real-time monitoring of performance metrics.
- Optimized data processing by implementing efficient ETL pipelines and streamlining database design.
- Enhanced data quality by performing thorough cleaning, validation, and transformation tasks.
Data Engineer
MKII Finance
01.2021 - 05.2022
- Proficient in designing and implementing complex data scraping systems, and auto-trading crypto bot building
- Experienced in developing automated crypto-trading bots that monitor market prices through websocket and execute trades based on pre-defined strategies
- Proficient in utilizing a range of tools and technologies, including Docker, Airflow, AWS EC2, CloudWatch, Python boto3, Python requests, and Selenium
- Skilled in building chatbots for various messaging platforms, including Discord, Telegram, and Line.
Data Scientist
Quantiful
03.2020 - 12.2020
- Enhanced data-driven decision making by implementing machine learning models and algorithms.
- Optimized business processes for increased efficiency through detailed data analysis and visualization tools.
- Proficient in performing ETL processes using R, Python, and SQL
- Experienced in cloud automation through the utilization of Docker, AWS services such as EC2, ECS, S3, Athena, and Quicksight.
Teaching Assistant
The University of Auckland
01.2018 - 12.2019
- Improved overall class participation by implementing group activities and project-based learning.
- Collaborated with fellow teaching assistants to create a consistent and supportive learning environment for students.
- Resolve programming issues for students, including R, SAS, SPSS, and iNZight
- Assist students with statistical queries in probability and modelling theories
Education
Master - Statistics
The University of Auckland
34 Princes Street, Auckland CBD12.2019
Bachelor - Mathematics and Statistics
The University of Auckland
34 Princes Street, Auckland CBD07.2017
Skills
- Data Analyzing
- Problem Solving
- Data Governance
- ETL Development
- Database Development
- SQL Expertise
- Big Data Processing
- Data Integration
- Data Quality Assurance
- Data Mining
- Exposed in Airflow, pySpark, range of AWS services
- Advanced skills in SQL, Git, Power BI, R & Python
Certification
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
- Neural Networks and Deep Learning
Languages
Mandarin
English
Timeline
Data Engineer
CEVA Logistics
05.2022 - 01.2024
Data Engineer
MKII Finance
01.2021 - 05.2022
Data Scientist
Quantiful
03.2020 - 12.2020
Teaching Assistant
The University of Auckland
01.2018 - 12.2019
Master - Statistics
The University of Auckland
Bachelor - Mathematics and Statistics
The University of Auckland
Master Research Project
Systematic error removal using random forest
Master Research Project
De-batching data from a complex experiment
Master Research Project
Systematic error removal using random forest
Master Research Project
De-batching data from a complex experiment
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