Experience

Fracta

• United States
• Software Development
• 1 - 100 Employee

• Data Scientist Lead (US)

  • Sep 2022 - Present

• Jr Data Scientist

  • Jul 2022 - Sep 2022



UC Davis Security Operations Center

• Davis

• Data Science/Machine Learning Intern

  • May 2021 - Jul 2022

  ● Conducted end-to-end data science projects and introduced new suite of original ML models using Corelight network traffic logs + OSINT/partner provided IOCs ● Applied emergency analysis based on deep learning/matrix decomposition to stop major email phishing campaign using text and sending pattern-based data ● Iteratively improved models to show marked improvement over baseline + streamlined training/inference procedures for daily operations ● Built (from scratch) at-scale, multi-model novel threat generator system based around live SQLite DB + LSTM regression-based anomaly detector + CNN network event classifier which generated immediately actionable alerts Show less



University of California, Berkeley

• United States
• Higher Education
• 700 & Above Employee

• Graduate Student Instructor

  • Sep 2020 - May 2021

  ● Worked to introduce practical statistical methods + concepts to non-technical majors in new virtual format ● Worked to introduce practical statistical methods + concepts to non-technical majors in new virtual format



UC San Diego Teaching and Learning Commons

• United States
• Higher Education
• 1 - 100 Employee

• Mathematics Tutor

  • Nov 2017 - Jun 2020

  ● Provided content tutoring to fellow undergraduates in intro + advanced calculus ● Provided content tutoring to fellow undergraduates in intro + advanced calculus



UCSD Summer Program for Incoming Students

• Greater San Diego Area

• Data Science/Machine Learning Mentor

  • Aug 2019 - Sep 2019

  ● Mentored incoming freshmen in introductory computer science concepts and oversaw student projects in data science and machine learning. Provided guidance, tutoring related to said projects. ● Mentored incoming freshmen in introductory computer science concepts and oversaw student projects in data science and machine learning. Provided guidance, tutoring related to said projects.



City of Davis

• United States
• Government Administration
• 100 - 200 Employee

• Lifeguard

  • May 2016 - Jul 2018

  ● Built experience in a team working environment with lifesaving responsibility. Attended regular rigorous training to adhere to Red Cross standards, also responsible for cleaning and maintenance of pool facility. ● Built experience in a team working environment with lifesaving responsibility. Attended regular rigorous training to adhere to Red Cross standards, also responsible for cleaning and maintenance of pool facility.