Experience

A&MPLIFY by Alvarez and Marsal

• United States
• Professional Services
• 1 - 100 Employee

• Data Science Manager

  • Apr 2023 - Present

  San Diego, California, United States



PwC

• Professional Services
• 700 & Above Employee

• Senior Associate

  • Nov 2021 - Apr 2023

  San Diego, California, United States • Execute and lead delivery of $4.5M contractual work with F500 client by programming and delegating tasks to junior consultants ensuring quality standards. • Review and authorize code for project repository ensuring proper testing procedures were enabled resulting in technical debt reduction. • Prototype Machine Learning solutions for F500 Big Pharma clients as requests leading to gained work and a modular solution for multiple clients. Toolkit: Python, R, RShiny, SQL, Git, AWS… Show more • Execute and lead delivery of $4.5M contractual work with F500 client by programming and delegating tasks to junior consultants ensuring quality standards. • Review and authorize code for project repository ensuring proper testing procedures were enabled resulting in technical debt reduction. • Prototype Machine Learning solutions for F500 Big Pharma clients as requests leading to gained work and a modular solution for multiple clients. Toolkit: Python, R, RShiny, SQL, Git, AWS S3, AWS Glue, AWS Sagemaker, AWS EC2, AWS Aurora, Linux, Docker, Bootstrap, HTML, CSS, JavaScript, Pandas, Numpy, Sklearn, Pytorch, Jira, Agile Show less



Capgemini

• India
• Information Services
• 1 - 100 Employee

• Data Scientist - Senior Consultant

  • Jun 2021 - Nov 2021

  San Diego, California, United States • Lead and mentor small teams of junior data analysts in new client ventures, leading to internal practice growth as well as extended scope for an existing client need. • Leverage media client’s data to create a tree-based ensemble model for regression to predict upcoming demand for a major television and film release to their online platforms. Coupled our model with a Cloud inference endpoint which integrated to their on-premise system improving existing model performance by… Show more • Lead and mentor small teams of junior data analysts in new client ventures, leading to internal practice growth as well as extended scope for an existing client need. • Leverage media client’s data to create a tree-based ensemble model for regression to predict upcoming demand for a major television and film release to their online platforms. Coupled our model with a Cloud inference endpoint which integrated to their on-premise system improving existing model performance by 13%. • Design and architect the client’s final product (RShiny) to integrate real-time predictions from inference points.

• Data Scientist - Consultant

  • Jul 2020 - Jun 2021

  Los Ángeles y alrededores • Distribute Machine Learning computation tasks using Big Data tools (Spark) and leverage cloud technologies(AWS) to provide actionable data solutions. • Deploy ML models using cloud infrastructure and high level programming languages (Python, R) as well as on-premise infrastructure using native Hadoop ecosystem. • Consult with key business stakeholders and derive the intrinsic value of our deployed Machine Learning delivery. Toolkit: Python, R, SQL, Git, PySpark, AWS… Show more • Distribute Machine Learning computation tasks using Big Data tools (Spark) and leverage cloud technologies(AWS) to provide actionable data solutions. • Deploy ML models using cloud infrastructure and high level programming languages (Python, R) as well as on-premise infrastructure using native Hadoop ecosystem. • Consult with key business stakeholders and derive the intrinsic value of our deployed Machine Learning delivery. Toolkit: Python, R, SQL, Git, PySpark, AWS, Hadoop, Hive, Linux, Flask, Docker, Bootstrap, HTML, CSS, JavaScript, Dask, Pandas, Numpy, Sklearn, Pytorch, Keras



UC San Diego School of Global Policy and Strategy (GPS)

• United States
• Higher Education
• 1 - 100 Employee

• Software Carpentry Instructor

  • Dec 2019 - Jun 2020

  Greater San Diego Area • Instruct introduction to concepts in Python, R, SQL, Shell, and Data Management • Assist graduate research assistants transitioning into new programming frameworks • Curate assignments to check for comprehension and mastery of programming topics



ISOS Group

• United States
• Business Consulting and Services
• 1 - 100 Employee

• Strategic Consultant

  • Sep 2019 - Dec 2019

  Greater San Diego Area • Developed a business plan to position strategically in the sustainability consulting market in California • Deployed a Python web-scrapping script to gather time-series data on key sustainability features • Constructed an interactive Tableau dashboard for ISOS Group to aid in their executive decisions-making



Chevez, Ruiz, Zamarripa y Cia., S.C.

• Mexico
• Business Consulting and Services
• 400 - 500 Employee

• Transfer Pricing and Financial Research Analyst

  • Jun 2019 - Sep 2019

  Mexico City,Mexico • Queried financial databases (CompuStat) to provide financial data for our final transfer pricing report • Visualized 56 transfer pricing OECD country profiles using Tableau to facilitate executive research process • Performed IP valuation techniques on multimillion-dollar assets for Multinational Enterprises in Mexico



University of California San Diego

• United States
• Hospitals and Health Care
• 1 - 100 Employee

• Research Assitant

  • Jan 2019 - May 2019

  • Implemented Optical Character Reading techniques to transfer data from images into .CSV files • Co-designed a Python data mining web scrapper for the facilitation of web-based text extraction • Transposed input data into panel format for statistical inference of generational wealth in Argentina



PaxVax, Inc.

• United States
• Biotechnology Research
• 1 - 100 Employee

• Project Production Assistant

  • Jun 2017 - Aug 2018

  Greater San Diego Area • Collaborated with the supply team to achieve their quarterly production goals of 15,000 Cholera Vaccines • Optimized the secondary packaging process increasing revenue by an estimated $2,000 per production lot • Assured employee trainings were actualized according to Good Manufacturing Practices (GMP) standards



Southwestern Community College District

• United States
• Higher Education
• 500 - 600 Employee

• Power Study Mentor

  • Jun 2015 - Aug 2017

  Chula Vista, CA • Facilitated implementation of college course objectives in the English and Mathematics departments • Designed collaborative tutoring techniques for sessions consisting of 20 students to improve comprehension and mastery levels of course materials • Recorded quarterly student evaluations into a database to ensure the process of data analysis