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GianRomani/README.md

Hello there 👋,

I am an Applied ML Researcher at Thomson Reuters Labs. Before I was a Data Science Intern at SafEcho AG where I worked on the development of an LLM-based chatbot for Occupational Health and Safety. I attended the School of AI offered by PI School for which I won a scholarship with 9 other fellows. I worked for Translated and investigated prompting and parameter-efficient fine-tuning techniques to improve the performance of LLMs (GPT, BLOOM, and FlanT5) for Adaptive Machine Translation. I graduated with a Master's in Engineering in Computer Science from Sapienza Università di Roma.

📫 I can most easily be reached via:

You can also check and download my resume here🤓

I am collecting here the notes I am taking on AI and ML topics.

Some of the technologies I'm familiar with 🔬

Languages:
Python Java Javascript

Tools:
Scikit-Learn PyTorch Lightning Hugging Face Deepspeed Keras Tensorflow Weights & Biases PostegreSQL Google BIgQuery

Techniques:
Supervised Learning Unsupervised Learning Natural Language Processing Clustering Topic Modeling Computer Vision

Some other interests I have:

  • Swimming;
  • Mechanical Keyboards;
  • Escape rooms

Pinned

  1. Detection-of-Persuasion-Techniques-in-Texts-and-Images Detection-of-Persuasion-Techniques-in-Texts-and-Images Public

    Code for all three tasks of SemEval-2021 Task 6

    Jupyter Notebook 1

  2. Notes Notes Public

    Collection of notes on things I find interesting

    Jupyter Notebook

  3. Neural_search_engine Neural_search_engine Public

    Neural search engine for questions/answers from StackOverflow

    Jupyter Notebook

  4. YOLOv3-Neural-Networks-project- YOLOv3-Neural-Networks-project- Public

    Final project for Neural Networks course

    Python

  5. Search-Engine Search-Engine Public

    Search engine for CS jobs announcements in Kijiji websites

    Python

  6. ML_course_homework ML_course_homework Public

    Code and reports of the two homework for the Machine Learning course (Winter 2020)

    Jupyter Notebook