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Hello there! 👋

I'm Lorenzo, an NLP Engineer with a strong foundation in Computer Science and Engineering. Currently, I am a dedicated 2-year MSc student in Artificial Intelligence at the University of Bologna, striving to delve deeper into the realm of AI and NLP. Alongside my academic pursuits, I’ve actively engaged in practical NLP research. I’m passionate about leveraging the power of AI and NLP to drive innovation and solve complex challenges.

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Unveiling My Journey

Dedicated advocate of deliberate practice, I channel my fervor for the world of AI into continuous skill enhancement. My journey unfolds through Python-powered projects, while also harnessing the capabilities of:

  • NumPy & SciPy for scientific computations
  • Pandas and parallel optimizations like Dask
  • ML/DL solutions with Sklearn and PyTorch (sometimes Lightning ⚡️)
  • NLP using HuggingFace 🤗, LangChain, LlamaIndex and BERTopic
  • Docker (Compose if needed) & Kubernetes for orchestrating services
  • Proficient in AWS tools, including SageMaker, S3, Athena, ECS, EKS
  • Pgmpy for probabilistic modeling through Bayesian Networks
  • PROLOG for logic programming
  • MERN stack for web development
  • Linux/Bash & SQL
  • $LaTeX$ for polished essays

Let's Connect 📬

Feel free to get in touch if you have any questions or feedback. I'm always open to connecting and chatting! 💬

linkedin     icloud_mail     unibo_mail    

Explore My Resume

Curious to check out my resume? Feel free to take a look!

resume

Lorenzo Balzani's Projects

advanced_rag icon advanced_rag

This repo houses experimental projects inspired by insights from the course 'Building and Evaluating Advanced RAG Applications' offered by DeepLearning.AI

anatole icon anatole

Anatole is a minimalistic two-column theme for Hugo.

auto-editing icon auto-editing

Auto edit (e.g. cut) video files by leveraging gesture recognition

azure-sdk-for-python icon azure-sdk-for-python

This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.

bayesian-network-credit-cards icon bayesian-network-credit-cards

The objective of this study is to explore the impact of the structure of a Bayesian Network on its overall run-time, potential unwanted bias, and accuracy in performing a classification task. A credit card default dataset was utilised to construct six networks with varying structures and to learn their conditional probability distributions.

image_deblurring icon image_deblurring

Image Deblurring Using a Convolutional Neural Network (CNN) on the MNIST Dataset.

lorenzobalzani.github.io icon lorenzobalzani.github.io

This repository houses the code for my personal portfolio website. The website features a blog section, my professional resume, and a contact form for reaching out to me. Explore my online presence and get in touch!

moviepy icon moviepy

Fork of the original MoviePY. It resolves the index out-of-range bug when cutting out audio.

nlp_projects icon nlp_projects

This repository contains assignments, the final course project, and the project work assigned for the Natural Language Processing (NLP) course within the Artificial Intelligence Master's program.

orchest icon orchest

A new kind of IDE for Data Science.

pykeen icon pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

sensitive-text-clustering icon sensitive-text-clustering

Neural text clustering solution to automatically group and label sensitive, confidential, and personal information types, making it easier to manage and secure.

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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