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My Resume

github: github.com/TomMonkeyMan fediverse:TomMonkeyMan@chinese.lol

EDUCATION

2015.8-2018.7        Tsinghua University        Master of Science 
– Major: Electrical Engineering Automation GPA: 3.7/4 (94/100, top 5%)
– Awards: First-grade scholarship of Tsinghua University (2015)

2011.8-2015.7        Tsinghua University        Bachelor of Science  
– Major: Electrical Engineering Automation GPA: 83.2/100
– Awards: Academic Scholarship of Tsinghua University (2012) /Fourth award for PLC Contest

WORKING EXPERIENCE

2021.4-present    Tesla (Shanghai) Senior Data Engineer – Vehicle Software
– As CN vehicle data admin for managing and evolving data development of CN market fleets while adhering to Chinese data policy, in support of global R&D and factory operations on reliability analytics and vehicle modeling.
– Vehicle diagnostic service development, building diagnostics services&system for engineers&technicians with high availability to support engineering service.
– Duplicate CN applications deployment with global teams in micro service of reliability/incident/system optimization.

2020.6-2021.4     Baidu Inc. Technical Product Manager – Feeds Ads
– In charge of feed ads’ searching system strategy designing and optimizing, including advertising bidding mechanism, targeting strategy, and improving internet traffic monetization efficiency.
– Managed projects and requirements through cross sector cooperation.

2018.7-2020.6    IBM Data Scientist – Cognitive&Analytics
– Participated within IBM’s Global Business Services in China, leading client solution proposal and complex project implementation of Big Data and analytics.

MAIN EXPERIENCE

  • Micro-service Development
    • Internal tools (API/website) for service RD on vehicle diagnostics with Python flask/gunicorn/golang.
    • Data visualization tools by using multiple tools like bokeh/jupyter.
    • Developed customized dashboard applications via bokeh serve/panel components with front-end (React).
  • Data Pipeline
    • Managed AWS EMR/Glue on S3 with Spark. Abounded experience in pyspark/sql, experienced with Scala.
    • Built the multiple production ETL with Apache Airflow/Rundeck/cron. Transfer data from multiple DBs to data warehouses/OLAP. Develop kafka consumers for streaming processing, familiar with alternative queues like RabbitMQ.
    • Abounded experience using RDB like mysql/postgresql/sqlserver with optimizing performance, migration. NOSQL experience with Hive/Hbase/Presto.
  • Vehicle modeling & system optimization
    • CN side duplicate development & deployment of trip planner tools&data pipelines including vehicle energy model & supercharging time estimation model & supercharger availability profile prediction model.
  • Devops
    • Massive deployment on docker with docker compose/swam. K8s deployment via Helm, Argocd&git action.
    • R&D the Prometheus + Grafana + Sidecars as alerting solution. Monitoring all services in production.
    • Integrated Prometheus clients to applications with multiple languages python/go/scala to expose useful metrics.
    • Consuming system crash/panic logs to Sentry/Splunk via python/go to track issues to Sentry with Jira integration for system stack trace debug&QA.
  • Open-Source project: Lemmy (Fediverse) https://github.com/LemmyNet/lemmy
    • Owner of Lemmy instance https://chinese.lol
    • Chinese translation for Lemmy community