PORTFOLIO PROJECTS
Training CNN with Keras from Scratch
Comprehensive guide on building convolutional neural networks from scratch using Keras and TensorFlow. Demonstrates practical implementation of CNN architectures for image classification with detailed explanations and interactive examples.
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Simulating AWS SageMaker Inference with LocalStack
Practical guide for simulating AWS SageMaker inference endpoints locally using LocalStack. Demonstrates how to test and develop ML inference pipelines without incurring AWS costs, with containerized setup and CI/CD integration.
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Microsoft Hackathon Project: Connect+ - Platform to boost networking for women in tech using Azure
Full-stack platform based on microservices to promote the inclusion of women in technology, with scalable architecture, reproducible pipelines, efficient communication between services and containerised deployment using containers.
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How I fine-tuned CNN models with the Keras Functional API (includes demo)
Walkthrough on applying transfer learning, customizing CNN architectures, and deploying models with experiment tracking and monitoring.
Read blog post →EXPERIENCE & EDUCATION
Experience
- Credicorp Capital (2026 – Present) – Cloud & MLOps Engineer – Lima, Peru
- Cirion Technologies (2023 – 2026) – Cloud Architect – Lima, Peru
- Lumen (2019 – 2022) – Cloud Engineer – Lima, Peru
- Seidor (2018 – 2019) – On-Premises Specialist – Lima, Peru
Education
- MSc Statistical Engineering, Engineering National University, Peru – In progress
- MSc Data Science, University of Bath, England – 2025
- Diploma: Python for Data Science, VIU, Spain – 2023
- BSc Network and Communications Engineering, UPC, Peru – 2022
- Technician: Data & Network Communications, TECSUP, Peru – 2014