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marcodavidg/README.md

Hey there fellow coder 👋

I'm Marco, a software engineer and AI researcher with a Master’s in Electrical Engineering and Computer Science from National Yang Ming Chiao Tung University (國立陽明交通大學). My research spans object detection, neural network compression, and image generation, and I have hands-on experience working with PyTorch, TensorFlow, and cutting-edge models like GANs and DETR.

I specialize in Python, AI, and full-stack web development, with experience in projects for industry leaders like Garmin and Foxconn. Currently based in Guatemala, I’m open to new challenges worldwide, especially in Europe. Feel free to explore my projects, and let’s connect if you’re looking to collaborate or discuss tech ideas!

linkedin website gmail

📰 Updates

  • "Lightweight Deep Learning for Resource-Constrained Environments: A Survey." ACM Computing Surveys (2024). [Paper]
  • "Energy optimization associated with thermal comfort and indoor air control via a deep reinforcement learning algorithm." Building and Environment 155 (2019): 105-117. [Paper]

Interesting facts about me

  • I have a passion for learning languages. Spanish is my native tongue, and I am fluent in English. I studied Chinese intensively for a full year here in Taiwan, and although my French is now a bit rusty after seven years of study, I'm eager to pick it back up. I'm also looking forward to learning German and Polish next.
  • Last year I was working as an English teacher for little children as a part-time job. This experience significantly increased my patience levels.

Feel free to reach out!

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  1. DAE-DETR DAE-DETR Public

    Domain-Adaptive Edge-Guided DETR: A model using transformers for domain adaptation from Cityscapes to Foggy Cityscapes datasets.

    Python 1 1

  2. SimpleMatrixGame_DQN SimpleMatrixGame_DQN Public

    Deep Q-Learning Network training to solve a simple matrix console search game. Implemented in TF2.

    Python 2

  3. Flask-AWS-Lambda-Function Flask-AWS-Lambda-Function Public

    Connection between a Flask Python server and an AWS Lambda function

    Python

  4. ChatGPT-Coke-Museum-Chatbot ChatGPT-Coke-Museum-Chatbot Public

    This repository contains the source code and resources for a chatbot developed using OpenAI's GPT-3.5 model, specifically modified for a fake Coca-Cola Museum.

    Jupyter Notebook 1

  5. MERN_Tutorial MERN_Tutorial Public

    Web system using the MERN Stack

    JavaScript

  6. TaskTracker-Dashboard TaskTracker-Dashboard Public

    Task tracker dashboard made with the MERN stack and PrimeReact.

    JavaScript