Goh Bing Feng
bingfeng@bingfenggoh.cc | (65) XXXX-XXXX | Singapore
WORK EXPERIENCE
Turnkey Group Pte Ltd
Senior Data Engineer
Jul. 2024 - Aug. 2024
- Data Pipeline
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Cut down usage of Airbyte credits by 50%, through implementing
incremental syncronisation, while maintaining freshness of data
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Implemented AWS Step Function to orchestrate data pipelines,
changing from a Time-based approach of triggering data pipeline to
Event-based.
Rimm Sustainability Private Limited
Senior Data Engineer
Oct. 2022 - Jun. 2023
- Data Engineering Platform Implementation
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Formulated a data engineering strategy, advocating for the
adoption of the ELT (Extract, Load, Transform) approach, resulting
in improved scalability and flexibility of the data pipeline.
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Implemented a comprehensive Data Engineering Platform and Workflow
by deploying Dagster on Google Compute Engine and integrating with
Github, facilitating the efficient management and execution of
newly defined data pipelines.
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Implemented Terraform and Github Actions to establish a
streamlined deployment process on GCP, ensuring seamless CI/CD
(Continuous Integration/Continuous Deployment) for consistent and
reliable application delivery.
- Data Products
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Developed a robust report generation tool using FastAPI,
Weasyprint, HTML, CSS, and Python to deliver visually appealing
reports and cutting down generation time from 2 days to 5 minutes
Junior Data Engineer
Feb. 2022 - Oct. 2022
- Data Engineering Operations
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Optimized data extraction within the pipeline by replacing
concurrent threads with asynchronous queries from data source,
resulting in a remarkable reduction of extraction time from 7 days
to just 12 hours.
-
Developed scrapping tool that scraps javascript-based employee
review website, deployed onto Kubernetes and stores scrapped data
into cloud data warehouse
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Optimized and redesign existing table structure to have
accommodate updating of keys due to source
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Collaborated with cross-functional teams to gather requirements,
design, and develop the NLP application, ensuring alignment with
business objectives and delivering actionable insights.
Comfort Delgro Zig
Data Engineer
Jan. 2021 - Feb. 2022
- Data Lake
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Ingestion of data through AWS Glue and AWS Lambda Application from
various data sources such as API or FTP methods.
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Created Simple Notification to monitor abnormalities in Data
Pipelines
- Automation of Work process
-
Created AWS Lambda Application to retrieve data from S3 Bucket and
produce finance statements to merchants, cutting down process of 3
work days to 1.
Comfort Delgro Corporation Limited
Data Engineer
Nov. 2020 - Jan. 2021
- Data Warehouse
- Conceptualized Data Warehouse model on Microsoft Azure
Jurong Town Corporation
Data Analyst
Jun. 2019 - Nov. 2020
- Data Warehouse
-
Communicated with business users across organization, to aggregate
duplicated data for the development of unified organization-wide
data model.
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Performed data wrangling with Python Regex module, to conform data
that suits technical users’ requirements.
-
Improved workflow of data validation through creating Python
scripts to ensure produced dataset conform to business user
requirements.
-
Verified produced datasets with business users through data
visualization of descriptive statistics on Tableau and.
- Data Catalogue
-
Created supporting documentation, such as entity relationship
diagrams, description of datasets and work flow for Data
Catalogue.
-
Implemented Data Catalogue Interface using Tableau, that provided
users a platform for self-service data exploration of Data
Warehouse
Singapore Institute of Technology
Feb. 2019 - Oct. 2019
MEngTech, Sustainable Infrastructure Engineering (Land)
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Developed train movement animation with provided data through Python
Matplotlib, that shortened SBST Train Operation Personnel recovery time
during train disruption
Singapore Institute of Technology
Sep. 2015 - Jan. 2019
BEng, Sustainable Infrastructure Engineering (Land)
Singapore Polytechnic
Apr. 2010 - May. 2013
Diploma in Biotechnology
SKILLS & INTERESTS
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Skills: Python; R; SQL; Tableau; Qliksense; Visual Basic for
Application (VBA); C Programming; Arduino; Network Operations
Management; Monitoring & Maintenance; CCNA Exploration: Routing
Protocols and Concepts; CCNA Exploration: Network Fundamentals;
Microsoft Office; Airbyte; AWS Step Function
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Interests: Jogging; Cycling; Reading technology related news;
Automating processes at work