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spyros-briakos/README.md

Hi 👋, I'm Spyros Briakos

A Software Engineer from Greece, who's passionate about AI, ML and NLP!

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  • 🔭 I’m was part of Satori Analytics working as an AI Engineer, previously I was part of Atos having a role of Software Engineer.

  • 🌱 I’m currently extending my knowledge about LLMs and RAG technique.

Tech Stack

python logo pytorch logo tensorflow logo numpy logo pandas logo googlecloud logo c logo cplusplus logo java logo bash logo linux logo git logo

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  1. Document-Retrieval-and-Question-Answering-with-BERT Document-Retrieval-and-Question-Answering-with-BERT Public

    Initially implement Document-Retrieval-System with SBERT embeddings and evaluate it in CORD-19 dataset. Afterwards, fine tune BERT model with SQuAD.v2 dataset so as to evaluate it in Question Answe…

    Jupyter Notebook 4 2

  2. Car-Racing-v0-GymAI Car-Racing-v0-GymAI Public

    Forked from AGiannoutsos/car_racer_gym

    Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

    Jupyter Notebook 4 1

  3. Bidirectional-stacked-RNN-with-LSTM-GRU Bidirectional-stacked-RNN-with-LSTM-GRU Public

    Our goal is to develop a sentiment classifier using a bidirectional stacked RNN with LSTM/GRU cells for twitter sentiment analysis.

    Jupyter Notebook 1 1

  4. Multilabel_StackOverflow_Tag_Prediction Multilabel_StackOverflow_Tag_Prediction Public

    Multilabel Tag Prediction on StackOverflow Questions. Experiment with Sklearn Traditional Algorithms and BERT model.

    Jupyter Notebook

  5. AutoEncoder-and-Classifier-of-MNIST-images AutoEncoder-and-Classifier-of-MNIST-images Public

    Implementation of an Auto-Encoder and Classifier so as to classify images from MNIST dataset.

    Python 3 2

  6. LSH-HyperCube-and-Clustering-Algorithms LSH-HyperCube-and-Clustering-Algorithms Public

    Searching similar images (represented as vectors from MNIST dataset) and clustering on them.

    C++ 1