-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
4 changed files
with
124 additions
and
13 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,111 @@ | ||
| --- | ||
| layout: default | ||
| title: Raw Resume | ||
| --- | ||
|
|
||
| <div id="raw-resume-content"> | ||
| <div> | ||
| <h2 class="children-center">{{site.name}}</h2> | ||
| </div> | ||
| <div> | ||
| <div class="children-center"> | ||
| <div class="inline-block"><b>Phone:</b> {{site.phone}}</div> | | ||
| <div class="inline-block"><b>Email:</b> <a>{{site.email}}</a></div> | | ||
| <div class="inline-block"><b>Located in:</b> {{site.location}}</div> | | ||
| <div class="inline-block"><b>Website:</b> <a>{{site.github}}</a></div> | ||
| </div> | ||
| </div> | ||
| <hr> | ||
|
|
||
| <div> | ||
| <h5>Technical Skills</h5> | ||
| <div>- <b>Programming: </b>Python, Java, R, C/C++, HTML/CSS, JavaScript, SQL, Groovy, bash/shell, powershell</div> | ||
| <div>- <b>Python: </b>Plotly Dash, flask, celery, sqlalchemy, socket, pandas, scikit-learn, keras, tensorflow, pyspark, matplotlib</div> | ||
| <div>- <b>Database/Cache: </b>SQL Server, MySQL, MongoDB, Redis, RabbitMQ</div> | ||
| <div>- <b>Pipeline: </b>Airflow, MLflow, Jenkins, Azure DevOps, Github Actions</div> | ||
| <div>- <b>Deployment: </b>Nginx, Docker, Terraform, Cloud-init, SaltStack, Kubernetes(kOps), Helm, cythonize, gunicorn</div> | ||
| <div>- <b>AWS: </b>VPC, EC2, EBS, RDS, S3, EFS, Route53, LoadBalancer, CloudFormation, CloudWatch, Tag Editor</div> | ||
| <div>- <b>Azure: </b>Azure SQL, Storage, Data Lake Gen 2, Data Factory, Data Explorer(Kusto), Azure Function</div> | ||
| </div> | ||
| <hr> | ||
|
|
||
| <div> | ||
| <h5>Experience</h5> | ||
| <div class="space-between bold-text"> | ||
| <div>Software Engineer(DevOps)</div> | ||
| <div>July 2021 - Present</div> | ||
| </div> | ||
| <div class="space-between italic-text"> | ||
| <div>DataJoint - Neuroscience/ScienceOperation</div> | ||
| <div>Houston, TX</div> | ||
| </div> | ||
| <div class="content-padding-left"> | ||
| <div> | ||
| <b class="italic-text">* CICD: </b>Developing generic <b>Github Action</b> reusable workflows for <b>30+</b> repositories to automate Python packages and Docker images build, test, release/publish | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* SciOps Kubernetes Cluster: </b>Setting up and maintaining <b>Kubernetes</b> clusters for dev/test/production using <b>kOps and k3d</b>; configuring Nginx ingress controller, let's encrypt cert manager, Cillium Container Network Interface(CNI); deploying JupyterHub, flask, ReactJS, etc. using <b>helm</b> or <b>kubectl</b> | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* SciOps Worker Clusters: </b>Configuring <b>Terraform</b>, <b>cloud-init</b> and <b>SaltStack</b> to provision CPU and GPU(<b>Nvidia/CUDA</b>) workers in different scales as needed | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* SciOps Operation Automation: </b>Automating SciOps operations such as onboarding new customers, managing customers' permission, generating usage and billing report, etc. using <b>Python</b>, <b>SQL</b> and <b>bash</b> | ||
| </div> | ||
| </div> | ||
| <br> | ||
|
|
||
| <div class="space-between bold-text"> | ||
| <div>Software Engineer(Data Science)</div> | ||
| <div>May 2019 - July 2021</div> | ||
| </div> | ||
| <div class="space-between italic-text"> | ||
| <div>dataVediK- Oil & Gas</div> | ||
| <div>Houston, TX</div> | ||
| </div> | ||
| <div class="content-padding-left"> | ||
| <div> | ||
| <b class="italic-text">* Interactive Drilling Dashboard: </b>This is an <b>enterprise</b> product that I worked with two more engineers. Developed a <b>Plotly Dash</b> dashboard that visualizes processed data using Bootstrap, CSS media query, <b>Redis</b> and sqlalchemy. Also, implemented a <b>socket</b> service will notify when <b>Airflow</b> pipeline finished processing in order to <b>synchronize</b>(refresh) the dashboard's data. | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* CI/CD Pipeline: </b>Set up several <b>Azure Pipelines</b> for continuous development, testing and continuous deployment in <b>dev, test and prod</b> stages. Additionally, made a <b>Jenkins</b> pipeline to work with on-premise infrastructures. | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* ML Pipeline: </b>Set up a <b>MLflow</b> server for machine learning experiment logging, parameter tuning, continuous training, model management and model serving. | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* ETL Pipeline: </b>Working with a data engineer, set up an <b>Airflow</b> server for our data ETL pipeline. | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* Prediction Task Manager: </b>Working with a front-end developer, designed and developed a <b>production</b> web application that supports job queuing and parallel processing for drilling speed prediction using JavaScript, <b>flask</b>, sqlalchemy, <b>celery</b>, RabbitMQ, gunicorn, Nginx, supervisord, Docker and AWS EC2, AWS Cognito Authentication, HTTPS | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* Drilling Status Detection: </b>Working with a domain expert, developed two <b>classification</b> models for detecting drilling status using Logistic Regression and Random Forest with the convenience of the MLflow server | ||
| </div> | ||
| <div> | ||
| <b class="italic-text">* Drilling Speed Prediction: </b>Working with a domain expert, applied Gaussian Process <b>Regression</b> for feature synthesis based on geographical information as well as <b>feature engineering</b> based on correlation matrix and F1 score ranking, built a non-linear regression model using LSTM RNN. | ||
| </div> | ||
| </div> | ||
| </div> | ||
| <hr> | ||
|
|
||
| <div> | ||
| <h5>Education</h5> | ||
| <div class="space-between bold-text"> | ||
| <div>Southern Methodist University</div> | ||
| <div>Aug 2017 - May 2019</div> | ||
| </div> | ||
| <div class="space-between italic-text"> | ||
| <div>Master's of Computer Science</div> | ||
| <div>Dallas, TX</div> | ||
| </div> | ||
| <div class="space-between bold-text"> | ||
| <div>Qingdao University</div> | ||
| <div>Aug 2013 - May 2017</div> | ||
| </div> | ||
| <div class="space-between italic-text"> | ||
| <div>Bachelor's of Software Engineering</div> | ||
| <div>Qingdao, China</div> | ||
| </div> | ||
| </div> | ||
| </div> |
Binary file not shown.
Binary file not shown.