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lucalain/README.md

🧑‍💻 About Me

I am a passionate and driven Computer Science graduate with a strong foundation in Software Engineering, Artificial Intelligence, and Machine Learning. In April 2025, I earned my Master’s degree in Computer Science and Engineering from Politecnico di Milano, Italy.

🛠️ Software Engineering

  • 📱 Agorapp | Dart, Flutter
    Connecting users with shared interests.
    AgorApp is a dynamic social app designed to connect users through topic-specific communities. It facilitates meaningful exchanges via group chats, integrates event management tools, and keeps users informed with curated news in their areas of interest.

  • 🧩 Distributed Systems Project | Java
    Scalable, fault-tolerant dataflow platform.
    Developed for the Distributed Systems course at Politecnico di Milano, this project delivers a robust distributed platform for parallel key-value data processing. It supports core operations (Map, Filter, ChangeKey, and Reduce) with built-in fault tolerance, durability, and parallelism for high performance and reliability.

🧠 Machine Learning & AI

🤖 Artificial Neural Networks Challenges | Python, TensorFlow
Created for the ANNDL course, this project features two key deep learning applications:

  • Plant Health Classification: Achieved 85%+ accuracy by combining data cleaning, augmentation, and ConvNeXt-based architectures on a noisy binary classification task.

  • Time Series Forecasting: Built robust LSTM and ResNet models to predict sequences across six categories, using advanced windowing and generalization strategies.

💬 Question-Answering Bot | Python, PyTorch
Developed for the Natural Language Processing course, this project fine-tuned Transformer models like Falcon, Phi, and GPT-Neo using the OpenOrca/SlimOrca dataset. The goal was to replicate ChatGPT-style conversations with models capable of delivering coherent, human-like answers in an interactive setting.

🧰 Tech Stack

  • Programming Languages: Python, Java, Dart, C++, JavaScript, C

  • Deep Learning Frameworks: TensorFlow, PyTorch, Keras, Scikit-learn

  • Mobile Development: Flutter

  • Web Development: HTML, CSS, JavaScript

  • Distributed Systems & Middleware: Akka, Kafka, Spark, Node-Red, MPI, Contiki

  • Databases: MySQL, Firebase

Popular repositories Loading

  1. ing-sw-2022-Lain-Maestri-Lupo ing-sw-2022-Lain-Maestri-Lupo Public

    Software Engineering Project A.Y. 2021-2022

    Java 1

  2. ANNDL-Challenges-23-24 ANNDL-Challenges-23-24 Public

    Challenges for the "Artificial Neural Networks and Deep Learning" course at Politecnico di Milano - A.Y. 2023/2024

    Jupyter Notebook 1

  3. progetto-api-2020-2021 progetto-api-2020-2021 Public

    Progetto di Algoritmi e Strutture dati realizzato per il corso "PROVA FINALE (PROGETTO DI ALGORITMI E STRUTTURE DATI)" del Politecnico di Milano nell'anno accademico 2020/2021. Voto: 30 e lode.

    C 1

  4. progetto-reti-logiche-2021-2022 progetto-reti-logiche-2021-2022 Public

    Prova Finale di Reti Logiche - Polimi Ingegneria Informatica - A.A. 2021-2022

    VHDL 1

  5. advanced-algorithms-parallel-programming-2023-2024 advanced-algorithms-parallel-programming-2023-2024 Public

    Assignments for the "Advanced Algortihms and Parallel Programming" course at Politecnico di Milano - A.Y. 2023/2024

    Jupyter Notebook 1

  6. IOT-Challenges-22-23 IOT-Challenges-22-23 Public

    Challenges for the "Internet of Things" course at Politecnico di Milano - A.Y. 2022/2023

    Python 1