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HelenaFP/README.md

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I'm Helena Ferreira Pinto.

I am currently working as a Software Engineer at Amazon, focusing on multimodal LLMs.

I believe AI can have a positive and transformative impact in this world, and I would love to contribute towards that.
Trying to understand intelligence is also a very intellectually stimulating challenge 😊

In terms of broad interests, here are my top 3:

  • 👩‍💻 AI
  • 👩‍⚕️ AI for Healthcare
  • 🧬 Science (in particular Medicine, Neuroscience, Biology and Nutrition).

⚡️ A quick introduction

  • 👩‍🎓 I hold 2 master's degrees from Imperial College London, in Artificial Intelligence and Biomedical Engineering.
  • 💼 I have work experience in software engineering, machine learning engineering and data science.
  • 🌱 I’m currently learning about MLOps.

🤝🏻 Connect

LinkedIn


💻 Programming Languages & Tools

Python MATLAB Java C++ Bash SQL VS Code Jupyter Notebooks Git LATEX MongoDB

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  1. TimeGAN-for-ecgs TimeGAN-for-ecgs Public

    My implementation of TimeGAN using PyTorch. I applied it to generate synthetic ECGs, and evaluated the signals obtained with data utility and privacy preservation metrics.

    Jupyter Notebook 2

  2. graph_super_resolution graph_super_resolution Public

    generative Graph Neural Network (GNN) model capable of predicting high-resolution brain connectivity graphs from low-resolution counterparts

    Jupyter Notebook 1

  3. TransferLearningForDNA/genomic_data_extraction TransferLearningForDNA/genomic_data_extraction Public

    Pipeline for collecting, processing, and storing DNA and mRNA expression profile data of given species from publicly available genetic databases.

    Python 1

  4. DQN DQN Public

    Implemented a DQN to solve the cart-pole environment.

    Jupyter Notebook 1

  5. NeuroDive NeuroDive Public

    A Machine Learning system to decode a monkey’s arm movements from its neural activity

    MATLAB 1

  6. izhikevich_neurons izhikevich_neurons Public

    Exploring dynamical complexity in a small-world modular network of Izhikevich neurons

    Python