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frankplus/README.md

Hi there, I'm Francesco 👋

I love everything related to computers, science and engineering.

I recently graduated with honors in MSc Computer Engineering and I've been involved in software development since I was a child.

My main interests are AI, Embedded Systems and Computer Graphics. I also have some background in Android Development and Web Development.

I have experience in multiple programming languages such as: C/C++, Python, Java, Kotlin, Rust, JavaScript.

My work experience

👨‍💻 Open Source Software Engineer at Huawei (Nov 2021 - Ongoing)

  • Lead integration of OpenHarmony into Eclipse Oniro, developing Yocto meta-layers for hardware like Raspberry Pi 4 and QEMU.
  • Engineered GitHub Actions pipelines for OpenHarmony, automating builds and deployments on Raspberry Pi and Rockchip platforms.
  • Developed PoC with Bosch and Hoperun, integrating Eclipse Kanto for cloud connectivity and MQTT messaging.
  • Led the bringup of Oniro/OpenHarmony on the Volla x23 phone, enabling system services and UI functionality.

Linkedin

frankplus's GitHub stats

Recent Projects

🎓 Master Thesis on Deep 3D optimisation - EUVIP 2022 Pubblication: (🔗Code | 📄Paper)

  • Improved QoE of 3D interactive applications through deep learning driven LOD selection
  • Trained a neural network in PyTorch for an accurate rendering quality prediction
  • Developed Unity script for dataset generation and neural network deployment

🎓 Thesis on Sensor fusion with Deep Learning: (🔗Code | 📄Paper)

  • Direct sensor fusion of stereo and time-of-flight range imaging system
  • Designed and trained a residual neural network in Tensorflow for the fusion process achieving 7 times more accurate depth estimation

💬 Transformer chatbot based on Google Meena: (🔗Code)

  • Developed an open source Python implementation of an Open-Domain transformer chatbot based on the Google's Meena chatbot paper using Tensor2Tensor framework

🌐 Internet of Things shop and dashboard: (🔗Code)

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

🎮 WebAssembly 2D game engine: (🔗Code | 🔗Code | 🕹️Demo)

  • Developed a C++ 2D game engine for the web using WebAssembly and WebGL technologies
  • ported a 2D homebrew game for Playstation to the web.

📈 Mathematical function plotter: (🔗Code | 🕹️Demo)

  • Built a Rust web application for 2D, 3D, implicit and explicit mathematical functions plotter using WebAssembly and WebGL technologies.

📱 Android app for local jobs search & post: (🔗Code)

  • Developed Kotlin application for searching, posting and sharing local jobs.
  • Adopted agile development by using CI tools and GitFlow model.
  • Optimized the application for offline use with real time data syncing using Firebase and latest Android Jetpack tools.

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  1. meena-chatbot meena-chatbot Public

    Google's Meena transformer chatbot implementation

    Jupyter Notebook 105 25

  2. Franciman/plasm Franciman/plasm Public

    plot your functions with rust and wasm - https://frankplus.github.io/plasm/

    Rust 10 2

  3. nicomazz/LocalJobs nicomazz/LocalJobs Public

    Browse jobs and proposals close to you - Android project for "Embedded Systems" course @ unipd - 2019

    Kotlin 11 2

  4. AntonBot AntonBot Public

    AntonBot is a versatile chatbot designed for IRC and Telegram, offering a wide range of functionalities including real-time information retrieval, entertainment, utilities, and interactive communic…

    Python 5 3

  5. tof-stereo-fusion tof-stereo-fusion Public

    ToF-Stereo Sensor Fusion with Deep Learning

    Jupyter Notebook 11 6

  6. Deep-3D-optimization Deep-3D-optimization Public

    Thesis project on Deep 3D optimization for immersive interactive applications

    Python 5 1