Experience Overview

Machine Learning and Data Management

Python | ScikitLearn | OpenCV | Tensorflow | Keras | NLTK | LangChain| Matplotlib | Plotly

I have expertise in developing code in Python to address numerous challenges in agriculture, transportation, health, and economics. My experience spans various areas including: Classification, Regression, Clustering, Computer Vision, Time Series (Forecasting), NLP (Natural Language Processing), Data Engineering (Image, Text, Tabular, Numerical, and Geospatial).

Analytical Skills

My experience includes working with statistical and machine learning methods, enabling me to support decision-making processes with data-driven insights.

Geospatial Analysis Experience

qGIS

I have managed vector and raster data, performing geoprocessing operations such as: Buffer, Dissolve, Cut, Intersection, Union.

Project Management and Collaboration

SCRUM

I have experience in creating and leading multidisciplinary teams to deliver efficient solutions across projects.

Description of the GIF

Teaching

  • [Independent], Exact Sciences, 2022 - Now
  • [Independent], Intermediate Level of Exact Sciences, 2017 - 2022
  • [INAEBA: Institute of Literacy and Basic Education for Adults], Basic Level of Exact Sciences, 2015 - 2017

Talks

  • [Idea GTO], Womentefactura, Feb 2023
  • [Girls In AI Bolivia], Introducción a AI Ethics, Mar 2021
  • [Latin American Women in Technology], Support Vector Machines with Orthogonal Kernels for the Diagnosis of Diabetes Mellitus (poster), Sep 2019

Workshops

  • [Tecnológico de Monterrey, Solena], Machine Learning Fundamentals, Sep 2023
  • [Tecnológico de Monterrey, She ++], An Introduction to Reinforcement Learning, Oct 2021

Volunteering

  • [Data Science Research Peru], Moderator, Nov 2024 - Now
  • [Data Science Research Peru], Coordinator for the Innovation Department, Apr 2021 - Dec 2021
    • a) Planning, design, and monitoring of open innovation projects.
    • b) Conducting meetings with participants and guests in open innovation projects.
    • c) Participation in the planning and design of a hackathon.
    • d) Participation in mentoring sessions for entrepreneurs.
    • e) Participation in the elaboration of the development strategy of the Innovation department.