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129 followers · 572 following

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Achievement: StarstruckAchievement: Pair ExtraordinaireAchievement: YOLOAchievement: Galaxy BrainAchievement: QuickdrawAchievement: Pull Shark

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GuglielmoCerri/README.md

Hi , I'm Guglielmo

📍 Sicily, Italy | 🤖 Data Scientist | 🌍 Open-source enthusiast

Python C SQL HuggingFace Docker GCP Azure

A hopeless romantic when it comes to code. I love getting my hands dirty, in code with or without AI assistance. With 5+ years of experience, I specialize in integrating AI solutions into scalable and efficient backend components-

Projects

  • 🎬 TubeTrim — Summarize YouTube videos using open-source LLMs. Trim the Mess. Keep the Best.
  • 🦕 PyTorch Dino AI — AI model trained to play the Chrome Dino Game using PyTorch and EfficientNet.
  • 🖥️ Backoffice WebApp — Full-stack backoffice web app with secure auth and CRUD operations. React + Flask + SQLite.
  • 🧬 mRNA Degradation Prediction — Deep learning model for COVID-19 mRNA vaccine degradation prediction (Kaggle).
  • 📈 DeepStockForecast — GRU-based deep learning model for forecasting stock prices of top tech companies.
  • 🎄 Advent of Code — Python solutions for AoC 2021, 2022, 2024, 2025 featured in awesome-advent-of-code.
  • 🌐 Personal Website — My personal portfolio website built with HTML, CSS and JavaScript.

Contributions

  • google/adk-python - Fixed a critical Windows bug in adk deploy and documented workarounds, influencing an official PR.
  • AutoViML/featurewiz: Added skip_xgboost option which was merged into the main repo.
  • pandas-dev/pandas: Proposed .info() extension to return a dictionary inside a PR, sparking useful design discussions.
  • googleapis/python-aiplatform: Reported Dynamic Threshold issue in Vertex AI, leading to feature implementation.
  • adamewing/bamsurgeon: Added vcf parameter and fixed ZeroDivisionError, improving script flexibility.

Stats

GitHub Contribution Graph

Articles

Connect

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  1. googleapis/python-aiplatform googleapis/python-aiplatform Public

    A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.

    Python 873 437

  2. pandas-dev/pandas pandas-dev/pandas Public

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python 48.2k 19.8k

  3. AutoViML/featurewiz AutoViML/featurewiz Public

    Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

    Python 678 98

  4. adamewing/bamsurgeon adamewing/bamsurgeon Public

    tools for adding mutations to existing .bam files, used for testing mutation callers

    Python 247 85

  5. GuglielmoCerri.github.io GuglielmoCerri.github.io Public

    Personal website

    HTML 34 9

  6. google/adk-python google/adk-python Public

    An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

    Python 18.6k 3.1k