manuelsh personal page respository

Improving SEM campaigns with machine learning - app (full stack code)

A template for building webapps, with web server, SSL certificate management, API framework, database and user authentication.

Webapp elements to transcribe an audio file

Container to be used with S3 and AWS Batch.

Platic AI transcript service

This is a self contained web page that adds authentication using firebase. We also show how to integrate it with Webflow.

Improve SEM campaigns with ML - Based on streamlit and Heroku

MineRL: Towards AI in Minecraft - Reinforcement Learning

Api to serve the job predictor

Docker for the minerl gym environment with Jupyter, PyTorch and CUDA drivers installed

Training multiple agents with DDPG algorithm

Applying the DDPG reinforcement learning algorithm over the reacher environment.

Implementation of a deep reinforcement learning agent catching the right bananas.