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LLM_Engineering_OLD/week5/knowledge-base/employees/Priya Sharma.md
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# HR Record
# Priya Sharma
## Summary
- **Date of Birth:** January 8, 1986
- **Job Title:** Senior Data Scientist
- **Location:** San Francisco, California
- **Current Salary:** $145,000
## Insurellm Career Progression
- **March 2018 - Present:** Senior Data Scientist
- Leads machine learning initiatives for risk prediction models
- Built recommendation engine for Marketllm increasing conversion by 28%
- Mentors team of 3 junior data scientists
- Published 2 research papers on insurance ML applications
- **June 2015 - February 2018:** Data Scientist at FinML Analytics
- Developed predictive models for financial services clients
- Specialized in customer churn prediction and fraud detection
- **August 2012 - May 2015:** Research Scientist at UC Berkeley AI Lab
- Conducted research in machine learning and natural language processing
- Published 5 peer-reviewed papers
## Annual Performance History
- **2023:** Rating: 4.9/5
*Exceptional performance. Led breakthrough AI-driven underwriting project. Excellent technical leadership and mentorship.*
- **2022:** Rating: 4.7/5
*Outstanding work on risk prediction models. Strong collaboration with product team and technical innovation.*
- **2021:** Rating: 4.5/5
*Exceeded expectations with successful launch of recommendation engine. Effective mentor to junior team members.*
- **2020:** Rating: 4.3/5
*Strong performance despite remote transition challenges. Maintained high-quality model development.*
- **2019:** Rating: 4.6/5
*Excellent contributions to fraud detection systems. Recognized for thought leadership in ML applications.*
- **2018:** Rating: 4.2/5
*Solid first year. Quick to understand insurance domain and apply ML expertise effectively.*
## Compensation History
- **2023:** Base Salary: $145,000 + Bonus: $25,000
- **2022:** Base Salary: $138,000 + Bonus: $22,000
- **2021:** Base Salary: $130,000 + Bonus: $20,000
- **2020:** Base Salary: $122,000 + Bonus: $18,000
- **2019:** Base Salary: $115,000 + Bonus: $15,000
- **2018:** Base Salary: $108,000 + Bonus: $12,000
## Other HR Notes
- **Education:** PhD in Computer Science (Machine Learning) from Stanford University
- **Publications:** 7+ peer-reviewed papers in ML conferences and journals
- **Speaking:** Regular speaker at ML and InsurTech conferences. Represented Insurellm at 4 major conferences in 2023.
- **Patents:** Co-inventor on 2 pending patents for insurance ML applications
- **Recognition:** Data Science Excellence Award 2023, featured in InsureTech Innovation Magazine
- **Skills:** Expert in Python, TensorFlow, PyTorch, scikit-learn, SQL, and cloud ML platforms
- **Feedback:** World-class technical talent with strong business acumen. Natural leader who elevates entire team. Key retention priority.