K

Karla Paola Rodríguez López

About

Detail

Mexico
Contact Karla regarding: 
work
Full-time jobs

Timeline

work
Job
school
Education

Résumé

Jobs verified_user 0% verified
  • ClimateAI
    Data Science Level 1
    ClimateAI
    Jan 2024 - Current (2 years 10 months)
    Disaggregated temporal climate forecasts from daily to hourly frequency. Empowers client decision making in time sensitive situations. (e.g. nightly rains might kill crops.) Analyzed historical behaviours between climate variables and trained a linear regression model to make predictions. Pattern recognition, understanding relationship between variables, and identifying appropriate model. Worked on feature selection for a ML model for yield prediction using correlation analysis and visualization tools. Improves model performance, reduces overfitting, and enhances interpretability by identifying the most relevant variables for accurate predictions.
  • D
    Data Science Intern
    Jul 2023 - Dec 2023 (6 months)
    Created and populated a SQL database using USDA yield data. SQL knowledge and data handling. Developed code to generate payloads with statistical analysis comparing projected and historical yields. Showcases mathematical background for statistical analysis and cross-disciplinary collaboration.
    Most of my job was done using Python as my tool to develop the necessary analysis that was deployed to the costumers.
  • "
    Coordinator and Instructor
    "Calentando Ideas"
    Aug 2021 - Jun 2022 (11 months)
    Development of a math tutorial for underserved high school students and team organization (managing 30-50 students)
Education verified_user 0% verified
  • E
    Ecole Polytechnique de Paris
    Sep 2022 - Jan 2023 (5 months)
    During my exchange program I took some math classes that gave me a solid knowledge of linear algebra and calculus, crucial tools for some analytical methods. I also had an advanced lab where I developed other essential skills.
  • CERN
    Summer Student Programme
    CERN
    Jun 2022 - Aug 2022 (3 months)
    Participated in a research project where I conducted simulations using Python to run another software and collect the results for further analysis.
  • M
    B.S. In Engineering Physics
    Monterrey Institute of Technology and Higher Education
    Aug 2019 - Dec 2023 (4 years 5 months)
    During my undergraduate degree I obtained a solid math foundation in statistics and crucial critical thinking skills for data analysis.