Resume

Profile Picture

Contact

Email:
brenda.leyva89@gmail.com
Location:
Sonora, México

Links

Technical Skills

  • Python, SQL, Bash, and Git
  • Python for Machine Learning (TensorFlow, Keras, Scikit-learn)
  • Python for data analysis (Numpy, Pandas, Matplotlib, Seaborn, Dfply, Plotly)
  • OpenAI APIs, LangChain, and LlamaIndex
  • GCP (BigQuery, Cloud Run Functions, Cloud Run, Artifact Registry)
  • AWS (S3, Lambda, Rekognition, SageMaker)
  • Docker, GitHub Actions, VS Code, Terraform
  • Spatial AI (FFmpeg, OpenCV, PyTorch, Cuda, NeRFs, Gaussian Splatting, Stable Diffusion)
  • Technical Writing (Markdown, MKDocs)

Management Skills

  • Change Management
  • Organization and planning
  • Communication with multidisciplinary teams
  • SCRUM
  • Team work
  • Stakeholder communication and collaboration

Languages

  • English (Proficient/C1)
  • Spanish (Native)

Professional Summary

I am an Artificial Intelligence professional with over five years of experience working with Python and Machine Learning tools and libraries to solve science and business needs for automated and efficient systems.

My multidisciplinary background enables me to approach problem solving in a creative way and from a holistic point of view. I have collaborated with CERN and several brands to implement Machine Learning and create value. As an AI engineer, I bring together Data Science and Software Engineering to create end-to-end AI products and solutions.

Work Experience

AI Engineer – Wizeline
Oct 2024 – Present

  • Worked with OpenAI APIs, LangChain, GCP, and Slack API to build AI-driven solutions.
  • Implemented FastAPI and Docker to deploy ML and LLM services in the cloud.
  • Performed data analysis and statistical insight collection.

Data Scientist – Wizeline
Apr 2023 – Sep 2024

  • Worked with an algorithm based on artificial neural networks and a 3D human body model for automatic estimation of body measurements from 2D images (TensorFlow, PyTorch, and OpenCV).
  • Applied data analysis and visualization with Pandas, Matplotlib, Plotly.
  • Tested and implemented AWS tools like SageMaker and Rekognition for people tracking on video.
  • Implemented OpenAI APIs for a video-to-text solution to extract video insights.

Technical Writer – Wizeline
Apr 2021 – Apr 2023

  • Produced technical documentation using Docs as Code workflows (Markdown, Git, MKDocs).
  • Performed technical writing consultancy and managed teams.
  • Created reference materials and gap analyses for software projects.
  • Created complete documentation suites on customized documentation platforms.

Accounting Analyst – Heineken México / Evolve Media
Feb 2012 – Jul 2016

English Teacher – Harmon Hall
Oct 2009 – Apr 2010

Education

M.Sc. in Data Science
Universidad de Sonora, 2020 – 2022

Technical Writing Certification
Wizeline Academy, 2021

B.Sc. in Physics
Universidad de Sonora, 2016 – 2020

M.B.A.
Instituto Tecnológico de Hermosillo, 2012 – 2013

B.A. in Tourism & Business Administration
Universidad Estatal de Sonora, 2008 – 2011

Other Activities

  • Instructor – MLOps Bootcamp, Wizeline Academy (2024)
  • Instructor – Technical Writing Academy, Wizeline (2022)
  • Research Assistant – CubeSat Orientation Program at UABC, Mexico (Summer 2019)
  • Research Assistant – Biophysics and Semiconductors Labs, Universidad de Sonora (2017–2020)
  • Accounting & Sales Intern – TURISSSTE (2010–2011)