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Christopher Li Email & Phone Number
Data Scientist
at
Swish Analytics
LinkedIn matched
✓ Verified Jun 2026
3 data sources
Profile completeness 100%
Current company
Role
Data Scientist
Location
San Francisco Bay Area, United States, United States
Company size
Who is Christopher Li? Overview
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Quick answer
Christopher Li is listed as Data Scientist at Swish Analytics, a company with 153 employees, based in San Francisco Bay Area, United States, United States. AeroLeads shows a matched LinkedIn profile for Christopher Li.
Christopher Li previously worked as Data Scientist at Evolent and Senior Data Analyst, R&D at Evolent. Christopher Li holds Bachelor Of Arts - Ba, Mathematics, Economics from Bowdoin College.
Company email context
Email format at Swish Analytics
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Swish Analytics
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Profile bio
About Christopher Li
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
Listed skills include Teamwork and Microsoft Office.
Current workplace
Christopher Li's current company
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Swish Analytics
9 roles
Christopher Li work experience
A career timeline built from the work history available for this profile.
Data Scientist
Current- 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
Jun 2024 - Present
Senior Data Analyst, R&D
Estimated the clinical and financial impact of physician-related initiatives for the Research and Development team within the Data Science organization.
Jan 2024 - Jun 2024
Statistics Intern
Developed 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.
Jun 2023 - Sep 2023
Senior Analyst
Analyzed 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.
Aug 2021 - Jul 2022
Analyst
Aug 2019 - Jul 2021
Finance Intern - Idi
Jun 2018 - Aug 2018
Economics Research Assistant
Jun 2017 - Aug 2017
Data Assistant - Institutional Research
Oct 2016 - May 2017
Team & coworkers
Colleagues at Swish Analytics
Other employees you can reach at swishanalytics.com. View company contacts for 153 employees →
MV
Mauro Vicic
Colleague at Swish AnalyticsSan Jose, California, United States, United States
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ND
Nicholas Duff
Colleague at Swish AnalyticsUnited States, United States
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DF
Dylan Faino
Colleague at Swish AnalyticsSan Francisco, California, United States, United States
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AO
Alex O'Neill
Colleague at Swish AnalyticsNew York City Metropolitan Area, United States
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CP
Cody Pestino
Colleague at Swish AnalyticsColumbus, Ohio, United States, United States
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AK
Ali Kozlu
Colleague at Swish AnalyticsSan Francisco, California, United States, United States
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EC
Elijah Cavan
Colleague at Swish AnalyticsToronto, Ontario, Canada, Canada
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CY
Chris Youn
Colleague at Swish AnalyticsRedmond, Washington, United States, United States
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MN
Michael Nelson
Colleague at Swish AnalyticsWashington, District Of Columbia, United States, United States
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MK
Matt Kane
Colleague at Swish AnalyticsArlington, Virginia, United States, United States
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Mauro Vicic
Colleague at Swish AnalyticsSan Jose, California, United States, United States
View →
ND
Nicholas Duff
Colleague at Swish AnalyticsUnited States, United States
View →
DF
Dylan Faino
Colleague at Swish AnalyticsSan Francisco, California, United States, United States
View →
AO
Alex O'Neill
Colleague at Swish AnalyticsNew York City Metropolitan Area, United States
View →
CP
Cody Pestino
Colleague at Swish AnalyticsColumbus, Ohio, United States, United States
View →
AK
Ali Kozlu
Colleague at Swish AnalyticsSan Francisco, California, United States, United States
View →
EC
Elijah Cavan
Colleague at Swish AnalyticsToronto, Ontario, Canada, Canada
View →
CY
Chris Youn
Colleague at Swish AnalyticsRedmond, Washington, United States, United States
View →
MN
Michael Nelson
Colleague at Swish AnalyticsWashington, District Of Columbia, United States, United States
View →
MK
Matt Kane
Colleague at Swish AnalyticsArlington, Virginia, United States, United States
View →
3 education records
Christopher Li education
Bachelor Of Arts - Ba, Mathematics, Economics
Bowdoin College
Master Of Science - Ms, Statistics
University Of California, Davis
Mathematics, Economics
University Of Oxford
FAQ
Frequently asked questions about Christopher Li
Quick answers generated from the profile data available on this page.
What company does Christopher Li work for?
Christopher Li works for Swish Analytics.
What is Christopher Li's role at Swish Analytics?
Christopher Li is listed as Data Scientist at Swish Analytics.
Where is Christopher Li based?
Christopher Li is based in San Francisco Bay Area, United States, United States while working with Swish Analytics.
What companies has Christopher Li worked for?
Christopher Li has worked for Swish Analytics, Evolent, Takeda, Cornerstone Research, and Unum.
Who are Christopher Li's colleagues at Swish Analytics?
Christopher Li's colleagues at Swish Analytics include Mauro Vicic, Nicholas Duff, Dylan Faino, Alex O'Neill, and Cody Pestino.
How can I contact Christopher Li?
You can use AeroLeads to view verified contact signals for Christopher Li at Swish Analytics, including work email, phone, and LinkedIn data when available.
What schools did Christopher Li attend?
Christopher Li holds Bachelor Of Arts - Ba, Mathematics, Economics from Bowdoin College.
What skills is Christopher Li known for?
Christopher Li is listed with skills including Teamwork and Microsoft Office.
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