張泰瑋(Chang Tai Wei)

張泰瑋(Chang Tai Wei)

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Rising Codementor
US$15.00
For every 15 mins
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ABOUT ME
I'm a machine learning engineer has hands-on experience in NLP, CV and bioinformatics.
I'm a machine learning engineer has hands-on experience in NLP, CV and bioinformatics.

Skill Set:
* Tensorflow, Keras, OpenCv
* Airflow, Kubernetes, ElasticSearch, Spark, Akka
* Postgres
* GCP, Azure
* Django, React
* Python, Scala, Golang
* Bioinformatics: Nextflow, Plink and basic understanding about variant calling, SNP and annotation

Taipei (+08:00)
Joined August 2020
EXPERTISE
3 years experience
1 year experience
2 years experience
2 years experience

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SOCIAL PRESENCE
GitHub
CoursePickingHelper
選課小幫手
JavaScript
10
4
uniporn
CSS
4
0
Stack Overflow
108 Reputation
0
2
9
EMPLOYMENTS
Sr. Data Engineer
Atgenomix
2020-05-01-Present
▪️ Design a general-purposed framework for Phasing and Imputation pipeline to inherit ▪️ Accelerate the best-practice NGS workflow by > 10X...
▪️ Design a general-purposed framework for Phasing and Imputation pipeline to inherit ▪️ Accelerate the best-practice NGS workflow by > 10X using Spark ▪️ Improve CI, CD process 3 times faster by using Github Action ▪️ Slim Docker image size by 30% using multi-staged build
Python
Django
Scala
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Python
Django
Scala
MySQL
Continuous Integration
Apache Spark
Apache Hadoop
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Jr. Data Engineer
Dcard
2018-07-01-2020-03-01
▪️ Make 10% improvement of total engagement by designing the architecture of recommendation system and building it from scratch ▪️ Integra...
▪️ Make 10% improvement of total engagement by designing the architecture of recommendation system and building it from scratch ▪️ Integrate several colleague's algorithm by designing a multi-layer recommendation system and feature store from scratch ▪️ Serve 1M people for personalized feed by using K8s and GCP Pub/Sub
Python
PostgreSQL
Continuous Integration
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Python
PostgreSQL
Continuous Integration
React
Kubernetes
TensorFlow
Golang
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PROJECTS
BerryNetView Project
2020
Deep Learning Gateway on Raspberry Pi And Other Edge Devices Introduction: This project turns edge devices such as Raspberry Pi into an ...
Deep Learning Gateway on Raspberry Pi And Other Edge Devices Introduction: This project turns edge devices such as Raspberry Pi into an intelligent gateway with deep learning running on it. No internet connection is required, everything is done locally on the edge device itself. Further, multiple edge devices can create a distributed AIoT network. At DT42, we believe that bringing deep learning to edge devices is the trend towards the future. It not only saves costs of data transmission and storage but also makes devices able to respond according to the events shown in the images or videos without connecting to the cloud.
Python
OpenCV
Raspberry Pi
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Python
OpenCV
Raspberry Pi
Docker
React
TensorFlow
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