Projects | Manuel Rech

Here’s what I do in focus mode.

Detecting with ML the emergence of collusive Behavior in Prisoner Dilemma games played by RL algorithms

The problem addressed in this research paper is a binary classification on a time series. The aim is to detect the emergence of collusion in Prisoner Dilemma games played by two Reinforcement Learning algorithms using a Random Forest Classifier....

LinkedIn automation and NLP analysis

This project automates the process of sending is connection invites and notes, fetching 1st level connections, sending messages to new connections and sending inmails to those who do not accept the invitation. The automation is done using selenium and linkedin-api. The responses data is then analyzed with NLP using pre-trained RoBERTa in the transformers library of Huggingface to understand which messages were more effective.