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Teaching robots where they are
🤖
Teaching robots where they are

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EmmanuelMess/README.md

Hi! I'm Emmanuel

I study computer science, I am a developer in agrotech, and I work on small projects. Spanish is my native language, I am fluent in English and I am studying Chinese. I code small projects that are time-limited to about a week or two.

Knowledge

General

I know Java, Kotlin, C, C++, Python, and some CUDA C++ and OpenCL C. Also, for school, I have coded in Haskell, Erlang, and Standard ML. I know how to work with Arduinos and NVIDIA embedded devices (TX2, Orin, etc.), and took classes on electronics. I know how to use MATLAB, Scilab and other similar math tools.

I have experience working on AI for agrotech, running detection in real-time on specialized embedded devices (AI on the edge).

Not so general

I have a strong background on computer science, studying at FCEIA. I have an intuitive understanding of linear algebra, and know how neural networks, transformers, GANs and other things that iteratively learn work, but don't have much experience with hyperparameter optimization.

On the machine learning side have worked with Caffe, Tensorflow and PyTorch. I have a Kaggle account. For a private agrotech company I am doing work on classification, for embedded systems, doing realtime detection of undergrowth in crops.

Most of my experience is with Android, here are my Android repos. I have worked with Flutter and Xamarin on Android but I prefer Flutter for most work. I know how to interface C/C++ with Android.

I work with ROS and ROS 2 both with C++ and Python, coding apps that do realtime processing of multiple inputs with inference on embedded NVIDIA devices using CUDA and TensorRT.

I know how game math works, and have created a few small games, I have worked with Unity, Godot, LibGdx (Java/Kotlin), Ogre (C++).

Also know my way around JHipster framework and I am proficient using git.

Computer networking was taught to me but my knowledge is very limited (OSI, TCP/IP, UDP, IPv4, IPv6, DHCP, ICMP, etc.), and I struggle to understand the complexities of large scale reliability on high demand.

I use Ubuntu in my everyday life and I am somewhat familiar with how it works.

Contact

Use my mail: [email protected]


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  1. TeamAmaze/AmazeFileManager TeamAmaze/AmazeFileManager Public

    Material design file manager for Android

    Java 5.5k 1.6k

  2. ConstraintBasedSimulator ConstraintBasedSimulator Public

    UI and IO for a constraint satisfaction physics simulator with automatic differentiation

    Python 1

  3. SimpleChessGame SimpleChessGame Public archive

    Small lichess implementation for Android with LibGDX

    Kotlin 1

  4. CollisionBasedGasSimulator CollisionBasedGasSimulator Public

    Leveraging GPU with OpenCL to run a particle simulator

    C 2

  5. RimworldCommerceSimulator RimworldCommerceSimulator Public

    A simple economic simulation for commerce of a single good in between RimWorld villages

    MATLAB 2

  6. BoundingBoxMinecraftMod BoundingBoxMinecraftMod Public

    Generate bounding boxes for important elements in view

    Java 2 2