Sebastian Lopez Email & Phone Number

Valparaíso, CL

Chile

Santiago, Región Metropolitana De Santiago, Chile

• Key achievements:
• Designed and implemented a novel web platform to accelerate bioinformatic optimization processes through machine learning models and visualization tools, allowing clients to uncover extraordinary outputs and saving.
• Developed and deployed a MLFlow service with custom authentication to manage deep learning models and data pipelines, allowing engineers to deliver production-ready code 300% faster.
• Researched and automated a bioinformatic tool to align protein sequences through a web service capable of running up to 2000 jobs in parallel, reducing the execution time from 2 hours to 5 minutes.
• Led the backend development team, prioritizing tasks, estimating costs, taking architecture decisions, and mentoring the younger engineers.

Provincia De Santiago, Chile

• Key accomplishments:
• Designed, developed, and deployed a web platform with an embedded machine learning model to forecast in-flight food sales, achieving a 20% improvement in the accuracy, which incremented the clients revenue.
• Implemented a web scraper capable of running in parallel and querying millions of registries in a short period of time, a task that would have been impossible to do by hand.
• Deployed and exposed a machine learning model through a web site to forecast loan risk profiles, making the process 5 times faster for the client.
• Managed the performance, security, and costs of all the infrastructure components, keeping them as simple and efficient as possible.Tech stack:Flask, Django Rest Framework (DRF), React, PostgreSQL, AWS ECS, AWS.

Provincia De Santiago, Chile

• Key accomplishments:
• Spearheaded the eCommerce enhancement project, reducing the development costs by 30% and reducing downtime by 50%.Tech stack:Magento, MySQL.