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Timothy Wong
Senior Data Engineer specializing in AI-enabled analytics and decision support
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Data/automation-focused engineer with hands-on experience building production workflows across marketing, sales, and RevOps at ZoomInfo. They’ve owned end-to-end automations spanning Snowflake/Databricks pipelines, ad platform API integrations, LLM-powered sales prep and deal summarization, and ML-based account prioritization.
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Key Strengths
- end-to-end marketing workflow automation ownership
- cross-functional collaboration with marketing and sales stakeholders
- building production data pipelines in Snowflake and Databricks
- custom ad platform API integrations
- production reliability practices with retries and logging
- LLM-powered sales enablement automation
- designing guardrails for large-context LLM workflows
- automation of Slack and email notification workflows
- semantic modeling for analytics and LLM use cases
- translating messy business workflows into standardized data models
- ML-based account prioritization for sales and RevOps
- Built and deployed LLM workflow to generate sales one-pagers from playbooks and sales call metadata
- Scaled LLM API usage for large call datasets using parallel and batch processing
- Hands-on orchestration across SnapLogic, Airflow, and Databricks scheduling for Python data pipelines
- Prompt tuning to reduce hallucinations and improve summarization precision
- Collaborated with HR stakeholders to define tone/verbiage and acceptance criteria for automated Slack messaging
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