About

Work Experience

• Machine Learning Engineer, Jungle AI (Toucan)

  Sep, 2023 - Present

  Lead ML infrastructure and operations for Toucan, a weather-to-power forecasting API serving renewable energy asset owners.

  • Built end-to-end power forecasting inference system from scratch, including model deployment, prediction delivery pipelines, and customer-facing APIs

  • Leading complex model migration project transitioning customers from legacy monolithic models to new granular architecture with per-asset models

  • Designed and implemented parallelized training workflows using Argo Workflows and SkyPilot for cloud-based model training at scale

  • Built ML infrastructure including model registry and feature pipelines

  • Developed detection system for extracting value from multiple data sources with scheduled data processing workflows

• Software Engineer (Part-Time), Jungle AI (Toucan)

  Oct, 2022 - Sep, 202311 months

  Main maintainer of Toucan, working alongside R&D to deliver power forecasts reliably.

  • Designed and implemented custom authentication system supporting OAuth2 and API keys, used across multiple backend services

  • Built custom ML model registry and ML service architecture

  • Responsible for authentication middleware used in multiple backends

• Software Engineer Intern, Jungle AI

  Jul, 2022 - Sep, 20223 months

  Built notification delivery system end-to-end.

  • Developed notification system using FastAPI, Vue.js, PostgreSQL, and Docker

  • Implemented job queues using Python Redis Queue and Redis

Projects Experience

• Arquimedia, HackerSchool @ Instituto Superior Técnico

  Jan, 2021 - Nov, 20221 year 10 months

  Open-source Duolingo-style education platform helping Portuguese high school students prepare for national exams

  • Led team of 10 contributors at HackerSchool (IST student group)

  • Main designer and developer

  • Reached 100 peak concurrent users

  • Built with Django, React, PostgreSQL, and Docker

Skills

Education

Interests