WEI-CHENG HSIN
Machine Learning Engineer
Summary
Accomplished Staff Engineer with a proven track record at Netskope, adept in designing scalable data pipelines and implementing machine learning solutions. Expert in GCP and Spark, I excel in collaborative problem-solving and leadership, significantly enhancing operational efficiency and data-driven decision-making. Demonstrated success in deploying innovative technologies to meet strategic business goals.
Overview
8
8
years of professional experience
Work History
Staff Engineer
Netskope
06.2024 - Current
- Designed and built scalable data pipelines to process large volumes of data, ensuring high performance and reliability.
- Developed end-to-end solutions using Google Cloud Platform (GCP) services, leveraging cloud-native technologies to optimize data processing and storage.
- Implemented containerized applications using Docker to streamline deployment processes and improve operational efficiency.
- Collaborated with cross-functional teams to understand requirements and deliver tailored solutions that align with business objectives.
L4 Software Engineer
Google
10.2021 - 06.2024
- Designed and implemented machine learning solutions for large-scale systems.
- Delivered end-to-end solutions, including data preprocessing, model training, deployment, and monitoring.
- Led a team of software engineering interns, providing guidance on best practices in software development and machine learning.
- Collaborated cross-functionally with product managers and other engineers to align technical solutions with business goals.
Senior Data Scientist
Yahoo! Inc.
05.2017 - 10.2021
- Developed and deployed machine learning models for e-commerce and advertising platforms, enhancing user engagement and revenue.
- Pioneered new project domains, leading the exploration and development of innovative machine learning applications
- Guided junior data scientists and interns, overseeing project progress and ensuring delivery of high-quality results.
- Integrated data ETL processes in production environments using Spark, HDFS, and CI/CD pipelines.
Software Engineer
TSMC
10.2016 - 05.2017
- Developed automation solutions for semiconductor fabrication processes, improving efficiency and reducing manual errors.
- Implemented business report services to streamline data-driven decision-making processes for internal stakeholders.
Education
Master of Science - Machine Learning
National Cheng Kung University
Tainan City, Taiwan 04.2001 -
Bachelor of Science - Electrical Engineering
National Cheng Kung University
Tainan City, Taiwan 04.2001 -
Skills
Machine Learning
Deep Learning
NLP
GCP
Spark
Database
Timeline
Staff Engineer
Netskope
06.2024 - Current
L4 Software Engineer
Google
10.2021 - 06.2024
Senior Data Scientist
Yahoo! Inc.
05.2017 - 10.2021
Software Engineer
TSMC
10.2016 - 05.2017
Master of Science - Machine Learning
National Cheng Kung University
04.2001 -
Bachelor of Science - Electrical Engineering
National Cheng Kung University
04.2001 -
Similar Profiles
CHIZOBA ONABANJOCHIZOBA ONABANJO
HRIS Analyst (Workday) at NetskopeHRIS Analyst (Workday) at Netskope
Kapil JainKapil Jain
Staff Engineer in Test at NetskopeStaff Engineer in Test at Netskope
Gurinder Singh NarangGurinder Singh Narang
Manager, Solution Engineering- India & SAARC at NetskopeManager, Solution Engineering- India & SAARC at Netskope
Shivani JakhiShivani Jakhi
Site Reliability Engineer at NetskopeSite Reliability Engineer at Netskope
Anil Kumar SawAnil Kumar Saw
Staff Engineer at Altimetrik India Pvt. LtdStaff Engineer at Altimetrik India Pvt. Ltd