Olivia S.
Lead Software Engineer | Ex-Akamai Technologies | USC Alum | Data streaming ETL/ELT Platform | Build Data Analytics Product
Updated 8 months ago
15+
Years Experience
9
Roles
67
Skills
1
Education
About
• Engineering background with 10 years startup and large companies experiences in multi-component complex system(Backend, Data Platform), large codebase and datasets(Petabytes scale), as well as strong problem-solving and analytical skills of debugging server-side codes and UI simultaneously, enjoy dive deep to solve hard engineering problems. • Experience in full feature release cycle and data lifecycle, passionate about building performant and scalable frameworks, aiming to deliver quality and modular codes in a timely manner. • Experience of applying SAFe Agile methodologies to project development as a trained scrum master, and bringing out the best of the team to drive project executions efficiently. • Effective in communicating and collaborating with cross-functional teams. Quick learner and self-motivated to learn new technologies on the fly and applying them to daily work. Skills: Java, Python, CDC, Streaming and batch data pipeline(ETL / ELT), SQL, Data analytics product, Spring Boot, SFTP/FTPS file transfer, BI workflow design, gRPC, Kubernetes, GraphQL, Javascript, End-to-end data platform feature design and implementation, RCA analysis, cross-functional collaboration, presentation. BigData technologies:GCP Dataflow, Apache Beam, PubSub, Temporal orchestration workflow DAG, DataForm, Apache Kafka, Azure Event Hubs, Amazon Kinesis, Debezium, GCS, S3, Azure Blob Storage, DeltaLake. Database/Data lakes: Databricks, BigQuery, Spanner, Elastic Search, PostgresSQL, Snowflake. Cloud: GCP, AWS, Azure. Analytics tools: Looker Studio, Tableau, Tableau Bridge, Spreadsheets Observability tools: DataDog, Sentry, Opsgenie, PagerDuty, Git, HighTouch, Jenkins, Selenium
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Experience (9 roles)
Senior Software Engineer
Current• Led user-centric Self-serve pipelines framework from ideation to creation, developed in Python and Databricks SDK. Provide high quality and flexible pipeline building templates in self-serve manners by incorporating standardized data engineering practices and enhanced data availability check featu...
2 roles · May 2022 - Jun 2024
Lead Software Engineer / Team Lead
• Architected, built and productionalized distributed, scalable CDC streaming platform from scratch on GCP with Java and SpringBoot. Implemented data pipelines in Producer/Consumer pattern with Spanner change stream, Dataflow, Apache Beam, PubSub, DLQ and BigQuery. Drive the end-to-end implementatio...
Senior Software Engineer
2 roles · Apr 2017 - Apr 2022
Senior Software Engineer / Scrum master
• Built scalable event streaming feature (CDC) with Kafka, Debezium, Postgres and Azure to capture and replicate data changes from producer to consumer in use cases of system failover. • Developed in Java, SQL and Snowflake DB for an alternative dimension data query mechanism of a RUM (Real User Mon...
Software Engineer II
• Implemented scalable backend framework in strategy pattern with Java, Postgres for anomaly-based alert evaluator as a primary data service engineer of the mPulse Anomaly Detection project and presented the feature to big group. Worked with data science team and UI engineers on tasks prioritization...
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Education (1)
University of Southern California
Computer Science in Viterbi School of Engineering • Software Engineering I (instructor: Dr. Barry Boehm, Dr. Supannika Koolmanojwong) • Database System (instructor: Shahriar Shamsian) • Foundations of Artificial Intelligence (instructor: Gerard Medioni) • Compiler Design (instructor: Pedro Diniz) • Advanced Mobile Devices and Game Consoles (instructor: Scott Easley) • Software Architecture (Instructor: Nenad Medvidović) • Analysis of Algorithm (instructor: Shahriar Shamsian) • 3D Graphics and Rendering (instructor: Saty Raghavachary)
Skills (67)
Languages (2)▼
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