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alex0dd/README.md

Hey, I'm Alex O. P. !

πŸ’» Senior Artificial Intelligence Software Engineer at NVIDIA.

πŸŽ“ MSc in Artificial Intelligence at University of Bologna, Italy.

πŸ”­ Professional interests:

  • Inference optimization: making deep learning models fast for inference.
  • Model productization: turning research/community/customer models into an optimized, guardrailed, commercially deployable product.
  • Model deployment: deploying the productized models for the users.

🌱 Currently learning Distributed Systems and Visual Generative AI applications.

🌴 Curiously experimenting with Go Programming Language and Large Language Models.

πŸ•œ Past Professional interests:

  • Recommender Systems (and optimizing their training).
  • Graph Neural Networks (and optimizing their training).
  • Few-shot image classification.
  • Active Learning.
  • Large Language Models (inference and applications).

πŸ“« Reach me: Linkedin

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  1. FaceGen-GAN FaceGen-GAN Public

    Conditional face generation experiments using GAN models on CelebA dataset.

    Python 9

  2. DatastreamChangesDetection DatastreamChangesDetection Public

    Detecting distribution changes in data streams

    Jupyter Notebook 3

  3. Signal-Maps Signal-Maps Public

    Mobile application for capturing and visualizing mobile signal data.

    Java 2

  4. BikeParkingOptimization BikeParkingOptimization Public

    This project consisted in constructing a discrete event simulation model that simulated bike movements, based on provided realistic mobility data.

    JavaScript 2

  5. SQuAD-QA SQuAD-QA Public

    Question answering on SQuAD 1.1 dataset by finetuning BERT models. Training is supported both on GPU and on Colab TPU.

    Jupyter Notebook 2 1

  6. EleMisi/CovidRank EleMisi/CovidRank Public

    PageRank algorithm on COVID-19 Open Research Dataset

    Scala 1