Laurence Lin

Experience

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  Hamastar

  Sept 2020 - Nov 2021

  Machine Learning Researcher

  -Build data science solution proof-of-concept from scatch including data collection, problem analyzation and machine learning modeling to resolve business issue-Derive programming tools to build predictive models and REST API for AutoML techniques for NLP applications-Build automatic web scraping pipeline for machine learning project

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  Lydia.ai

  Nov 2021 - May 2022

  Machine Learning Engineer

  - Operate machine learning pipeline with docker worker and message queue system- Monitor system stability through real-time dashboard and resolve defects within ETL pipeline- Perform testing, data validation, deliver reports with automation scripts - Working with clients to understand business needs and deliver reports

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  Synpulse

  Jul 2022 - Mar 2024

  Senior Analyst, Software engineer

  - Performed data migration workflow with different functional streams for Avaloq banking system via PL/SQL scripting, deliver project into production- Development, testing, data validation, and deliver reports for different banking functional streams- Resolve defects and issues within migration process

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  夏酷科技股份有限公司

  May 2024 - Oct 2024

  Data Engineer

  - Develop ETL pipeline from various data sources, process and transform data into data warehouse on cloud, create summary report for busienss analytics- Automate data reconciliation for raw data and business sales summarize data, reduce 70% of time- Scheduling and monitor daily ETL workflow