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ivaste/README.md

Hi, I'm Stefano 👋🎓‍

I'm a SWE at Uber Amsterdam, Ex-Amazon and MSc Computer Engineering student who is passionate about new technologies and their Business applications. Spending my free time in the development of Scalable architectures, ML projects, Android apps and Back-end.

Recent Projects

📐 Mathematical Optimization of the Traveling Salesman Problem: (🔗Code | 🕹️Demo | 📄Paper)

  • Online platform that allows to optimize a TSP problem
  • Developed with Python, Flask, HTML5, Bootstrap 5, JavaScript, CPLEX, ansi C

💡 Internet of Things shop and dashboard: (🔗Code | 🕹️Demo)

  • Online platform that allows to buy and monitor IoT sensors
  • Developed with Spring Boot, React, PostgreSQL, Material-UI, Docker, Java, Javascript

🎤 End-to-End Framework for Key-Word Spotting: (🔗Code | 🕹️Demo | 📄Paper)

  • Detect a set of predefined keywords in an audio stream.
  • Leading to 96.8% of accuracy.
  • Using Deeplearning, python, Keras and Tensorflow.

📰 Fake news Detection on social media posts: (🔗Link | 📄Paper)

  • ML algorithms to detect if a social media post contains fake news.
  • Leading to 94.7% of accuracy.
  • Using Deeplearning, python, Keras and Tensorflow

📜 Plagiarism Detector: (🔗Code | 🕹️Demo)

  • Platform that finds similarities between documents in order to detect plagiarism
  • #1 free plagiarism detector (as 2021)
  • Developed with HTML5, Bootstrap 5, JavaScript, Python

🧠 Alzheimer Diagnosis with ML: (🔗Link)

  • Given an MRI (magnetic resonance image) of the brain, returns the probability of contracting Alzheimer's disease in the coming years.
  • Leading to 75% accuracy.
  • Using state of the art CNN in MATLAB.

🌐 Gateway SMS: (🔗Link)

  • API service that send SMS.
  • Capable of saving up to 95% of costs comparing to all other similar services.
  • Implemented with NodeJS and Android.

💊 TakeThePill: (🔗Link)

  • Android app for drugs assumption reminder.
  • Implemented with Java & Kotlin.

🏠 Home Renting Database: (🔗Link)

  • Airbnb Clone
  • State of the art database design.
  • Implemented with PostgreSQL, HTML5, PHP and Bootstrap4.

ivaste's github stats

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  1. KeyWordSpotting KeyWordSpotting Public

    Detect a set of predefined keywords in an audioclip.

    Jupyter Notebook 4

  2. deno750/TSP_Optimization deno750/TSP_Optimization Public

    Repository for the course Operations Research 2

    C 5 1

  3. pattern_matching pattern_matching Public

    Antiplagiarism algorithm that finds similarities between documents.

    HTML

  4. AlzheimerPrediction AlzheimerPrediction Public

    Given an MRI (magnetic resonance image) of the brain, returns the probability of contracting Alzheimer's disease in the coming years.

    MATLAB 6 2

  5. GatewaySMS GatewaySMS Public

    NodeJS API System to send SMS

    Java 1 1

  6. Take-the-Pill Take-the-Pill Public

    Forked from cri-hash/Progetto-Embedded

    Android app for drugs assumption reminder. (University Exam Project)

    Java