Christian Putzu's repositories
multimodal-ai-assistant
Multimodal AI Assistant is an advanced chatbot designed for local interactions with LLMs, files, and multimodal functionalities. Built on the Chainlit framework, it integrates Langchain and ChatOllama for hosting models locally, with cloud storage and monitoring via LiteralAI.
comparison-moonshine-vs-faster-whisper-tiny-en
Comparative analysis of the Moonshine and Faster-Whisper Tiny transcription models, focusing on latency and Word Error Rate (WER)
DriveFeelings-RoBERTa-SentimentAnalysis
Academic project which consists in the extraction of tweets from Twitter relating to the car manufacturers BMW, Renault and Tesla consisting of TopicModeling analysis with LDA and sentiment analysis with RoBERTa neural network
patent_intelligence_python_network_clustering
Academic project that involves the analysis of a dataset containing patents related to electric batteries in the automotive industry
annuncio-hackathon-aria-allegro
Annuncio generates product advertisements from user inputs, utilizing Aria for descriptions, Allegro for promotional videos, and hashtags for social media discoverability.
BugHunter
BugHunter is a comprehensive Python project for bug analysis and prediction. Leveraging PySpark, it provides a pipeline for connecting, reading, exploring, cleaning, transforming, splitting, training, evaluating, and visualizing a random forest model for bug prediction in software projects.
chrisputzu
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oobDetective
This Python project implements real-time object detection using OpenCV and TensorFlow Lite Interpreter. It provides a simple script utilizing pre-trained models for efficient object detection, deal for edge devices and embedded systems.