Gianfranco Demarco

Data & AI Software Engineer | M.Sc. in Artificial Intelligence

Projects

Converso

Converso is a LangChain extension that streamlines data acquisition and action execution through natural language

Converso Chatbot

Converso Chatbot is an end-to-end chatbot based on Converso, which uses Telegram as a frontend

ZeroDocs

ZeroDocs is a tool that provides an easy way to provide docstrings for your code with (kinda) zero effort, leveraging OpenAI’s APIs.

Price Oracle

Price Oracle is an end-to-end solution for monitoring and predicting the price of criptocurrencies. It is composed of data ingestion pipelines leveraging Apache Airflow, an Apache Cassandra database, machine learning models built with TensorFlow and a front-end built with Grafana.

vollAIball

Agents learning volleyball in a Unity3D environment, using Reinforcement Learning and with a Prolog Narrator.

Plate Recognition

End-to-end Computer Vision project, with reproducibility, CI/CD and monitoring.

Posts

Interactive Debugging With Dagster and Docker

December 2, 2024

How to set up interactive debugging using Dagster in a Dockerized environment so that you can inspect your assets, sensors, and even Dagster's code at runtime - all without any differences from your production environment.

Data Engineering

Enhancing LLM Tool Usage with Converso

August 27, 2024

Meet Converso, a LangChain extension that improves LLMs performance on the usage of complex tools

Generate your docstrings automatically with ZeroDocs

February 12, 2024

ZeroDocs is a tool that uses OpenAI's APIs to automatically generate docstrings for Python projects and create pull requests with the changes, integrating easily with GitHub Actions.

How to build a Telegram Bot for Plate Recognition

September 7, 2023

Explore how to build a Telegram Bot for Plate Recognition, with a complete CI/CD pipeline and monitoring dashboards.

Computer Vision