Daniel C.
Data Scientist | Machine Learning Engineer | UC Berkeley Data Science Graduate Student
- Role
- Machine Learning Engineer at Wilson Sonsini Goodrich & Rosati
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Daniel C.
I am a machine learning engineer whose expertise includes crafting scalable ETL…
Experience
Machine Learning Engineer
Wilson Sonsini Goodrich & Rosati
Jun 2022 — Present · San Francisco, CA, US
ML Projects- Achieved 94% accuracy on operational strategy XGBoost model to classify attorney time-entry narratives- Collaborated with cross-functional teams and SMEs to correct mislabeled data; reduced error by 35%- Developed and executed training pipeline for explainable regression model to drive client intake strategy- Engineered prompts and tuned LLM parameters to reduce Azure OpenAI RAG hallucination by 30%.Data Management- Managed full stack of 12 dashboards: Python/SQL ingestion and cleaning, Azure CI/CD, PowerBI interface- Wrote, tested, and deployed 20 PySpark ETL scripts totaling lines- Designed and optimized ER models across 30+ sources using Power BI, reduced latency by up to 80%.
Education
Stanford University
B.S., Mathematics - Minor in Music
2020
Illinois Mathematics and Science Academy
High School Diploma
2016
UC Berkeley School of Information
Master of Science - MS, Information and Data Science
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