Data Scientist with 4+ years of experience and a diverse skillset:- Analytics: Well-versed in cleaning, validating, and analyzing datasets using Python, R, and SQL to draw business insights for healthcare and financial companies- Machine Learning/Statistics: Experienced with engineering features from tabular and unstructured data, training tree-based models (XGBoost, Random Forest), optimizing model performance to suit specific corporate use cases, leveraging cloud-based ML platforms (Azure ML), and designing Monte Carlo simulation studies- Python Development and CI/CD: Proficient in feature branching Git workflow (pull requests, code reviews, etc), building testing scripts, and writing production-grade Python code for model deployments- Management: Adept at task delegation and prioritization, quality control, liaising between technical staff and upper management, and collaborating with stakeholders across various business functionsAlso a Hockey Analytics Enthusiast and Stathletes 2024 Big Data Cup Champion
Swish Analytics
View- Website:
- swishanalytics.com
- Employees:
- 153
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Data ScientistSwish AnalyticsCalifornia, United States
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Data ScientistEvolent Jun 2024 - PresentArlington, Va, Us- Wrote production-grade Python code and deployed Azure Functions to implement clinical solutions for clients - Trained machine learning models to automate components of the prior authorization process- Led exploratory analyses and opportunity sizing efforts to identify profitable data science initiatives -
Senior Data Analyst, R&DEvolent Jan 2024 - Jun 2024Arlington, Va, UsEstimated the clinical and financial impact of physician-related initiatives for the Research and Development team within the Data Science organization.
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Statistics InternTakeda Jun 2023 - Sep 2023Tokyo, JpDeveloped an innovative methodology to evaluate the benefit-risk profile of a treatment by applying a Multi-Criteria Decision Analysis to clinical data. This methodology applies numerical optimization algorithms to model the variability in patient preferences and expert opinions with probability distributions. Then, it uses Monte Carlo simulations to incorporate this inherent variability into a Multi-Criteria Decision Analysis. -
Senior AnalystCornerstone Research Aug 2021 - Jul 2022San Francisco, Ca, UsAnalyzed healthcare and financial datasets (SQL and R), implemented statistical methods (R), and managed teams of analysts to support attorneys involved in commercial litigation and regulatory proceedings. -
AnalystCornerstone Research Aug 2019 - Jul 2021San Francisco, Ca, Us
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Finance Intern - IdiUnum Jun 2018 - Aug 2018Chattanooga, Tn, Us -
Economics Research AssistantBowdoin College Jun 2017 - Aug 2017Brunswick, Me, Us -
Data Assistant - Institutional ResearchBowdoin College Oct 2016 - May 2017Brunswick, Me, Us
Christopher Li Skills
Christopher Li Education Details
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Bowdoin CollegeEconomics -
University Of California, DavisStatistics
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University Of OxfordEconomics
Frequently Asked Questions about Christopher Li
What company does Christopher Li work for?
Christopher Li works for Swish Analytics
What is Christopher Li's role at the current company?
Christopher Li's current role is Data Scientist.
What schools did Christopher Li attend?
Christopher Li attended Bowdoin College, University Of California, Davis, University Of Oxford.
What skills is Christopher Li known for?
Christopher Li has skills like Teamwork, Microsoft Office.
Who are Christopher Li's colleagues?
Christopher Li's colleagues are Trevor Brune, Max Farley, Ari Robinson, Derek Topper, Tyler Saundry, Ali Kozlu, Matt Kane.
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