Lia Ran Email and Phone Number
I have a Master’s in Statistics from UC San Diego and bring extensive experience in developing machine learning solutions for data science challenges across academia and industry. Currently, I serve as a Data Scientist contracted to the Department of Defense, where I specialize in creating enterprise software solutions.My experience spans the tech, biomedical, and defense sectors, where I continue to develop a versatile skill set that includes Python, machine learning, Bayesian inference, probabilistic modeling, PowerApps, SQL, and more.As a former educator, I am a strong communicator who excels at explaining complex technical concepts in a clear and relatable way. My background as a researcher drives my curiosity and commitment to staying current with new methodologies. I'm a lifelong student, fueled by a passion for continuous learning.
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Data ScientistThomas & Moore Strategic Ventures, Llc Aug 2024 - Present
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Data Science ResearcherIntel Corporation Sep 2023 - Jul 2024Uc San Diego- Built a data pipeline using novel Bayesian clustering methods to analyze dynamic shifts in computer usage patterns.- Conducted research and development on high-dimensional Bayesian clustering techniques, experimenting to refine methodologies.- Developed a large-scale algorithm optimized for efficiency through parallelization and MCMC methods.- Queried and analyzed datasets to denoise and extract meaningful segments reflecting human behavior, leveraging SQL and DataGrip. -
Teaching AssistantUc San Diego Sep 2022 - Sep 2023- Taught lower and upper division mathematical courses to a nontechnical audience effectively.- Organized and held weekly discussion sections and office hours for 100+ students.- Reinforced probability and statistics material through effective instruction and support.Student evaluations listed below -
Student ResearcherUc Santa Barbara Mar 2022 - Jul 2022- Studied key topics in Reinforcement Learning and related fields under tutelage of Professor Adam Waterbury.- Developed and recreated Python simulations of RL topics (Gambler's Ruin, BlackJack, etc.) -
Learning AssistantUc Santa Barbara Jan 2021 - Jun 2022- Tutored data science courses to assist teaching foundational programming and statistical concepts- Topics included critical concepts and skills in computer programming and statistical inference.- Helped to develop, grade, and aid student in solidifying their understanding of coursework.
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Data Science FellowUc Santa Barbara Sep 2020 - Jun 2021- 1 of 30 students chosen by the National Science Foundation for the UC Santa Barbara's first Data Science Fellowship cohort.- Gained research experience and collaboration skills in executing the life cycle of a data science project by partaking in a year-long capstone. - Participated in discussions involving current statistical research trends on relevant datasets and how to implement these ideas through coding and various projects.- 1 of 30 students chosen by the National Science Foundation
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Data Science InternDexcom Jun 2021 - Sep 2021- Developed an end-to-end data science project to analyze and enhance a meal-detection algorithm.- Designed KPIs to evaluate the efficiency of a nonparametric Gaussian machine learning model in the context of diabetes management.- Worked with big data, formulating strategies to handle nuances and biases effectively.- Regularly communicated findings to superiors through the creation of insightful visuals and clear, effective communication. -
Mathematics TutorMathnasium - The Math Learning Center Feb 2017 - Sep 2018- Specialized in teaching students multiple levels of math- Basic, Algebra, Trigonometry, Calculus, and Statistics.- Developed articulate communication skills and professional conduct in order to contribute to a collaborative learning environment.
Lia Ran Education Details
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3.9
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3.76 / 4.0
Frequently Asked Questions about Lia Ran
What company does Lia Ran work for?
Lia Ran works for Thomas & Moore Strategic Ventures, Llc
What is Lia Ran's role at the current company?
Lia Ran's current role is Data Scientist, DoD Contractor.
What schools did Lia Ran attend?
Lia Ran attended Uc San Diego, Uc Santa Barbara.
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