Built and deployed a Hybrid TE-GRU + LightGBM forecasting API for smart grid energy optimization

Built and deployed a Hybrid TE-GRU + LightGBM forecasting API for smart grid energy optimizationBuilt and deployed a Hybrid TE-GRU + LightGBM forecasting API for smart grid energy optimization

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David Ayo

• May 3

Built and deployed a Hybrid TE-GRU + LightGBM forecasting API for smart grid energy optimization backed by Bayesian MCMC confidence bounds, to ensure physical hardware can react safely to volatile energy demands. Seeing the manual testing dashboard light up and run flawless predictions through the FastAPI backend is an incredible feeling.

Completed work

Machine Learning Engineering AI Development FastAPI Python TensorFlow

Franco Beltramella

pro

• Sep 16

A client gave this idea the green light before I even started building it.

Been using AI a lot lately to prototype ideas early, show the direction, and make sure we’re aligned before jumping into the actual build.

Such a good time saver.

ChatGPT

Oriola Semilore

• Sep 17

Huge congratulations 🎉 🎉

More to come

Agustin Dell Aquila

max

• Sep 16

I'm not where I want to be but I'm far from where I started So happy to have reached this milestone

Jacob Atakora

pro

• Sep 17

Playmaker Xpress – Full-Stack Fitness & Training Platform

I designed and developed Playmaker Xpress, a full-stack website for a personal training and athletic performance business.

I built the frontend using Next.js, React, and TypeScript, with FastAPI powering the backend and PostgreSQL for the database.

The platform provides a responsive, modern experience where clients can explore services including personal training, speed training, movement training, group fitness, and kickboxing fitness.

Tech Stack: Next.js • React • TypeScript • FastAPI • PostgreSQL

This project demonstrates my ability to build both the frontend and backend of a real-world web application, connect APIs to a database, and deploy a production-ready application.

I’m available for full-stack, React, Next.js, Python, and FastAPI development project