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I'm a Machine Learning Engineer and AI Researcher.

πŸ“š Academic background:

  • BSc in Statistics.
  • Master's student in Computer Science.

πŸ”­ I’m currently studying:

  • Evolutionary Computation (EC)
  • Graph Neural Networks (GNN).

πŸ“– I'm also fascinated about the following topics:

  • Autonomous Machine Intelligence
  • Robot Learning / Embodied AI
    • Imitation Learning
    • Robot-at-home
  • Natural Language Processing (NLP)
    • Large Language Models (LLMs)
    • Information Retrieval
    • etc.
  • Metaverse (2D images to 3D models)

Connect with me and start a chat:

Tools:

...and many others!

Adriel Martins's Projects

autogl icon autogl

An autoML framework & toolkit for machine learning on graphs.

crimemap icon crimemap

An app to visualise, map and predict crime. It is a Proof of Concept for future web applications. Data is from the City of SΓ£o Paulo.

deep_learning_examples icon deep_learning_examples

Deep Learning reproducible examples with Python scripts and Juypter Notebooks. Mainly focused on the use of Pytorch.

desafio_oncase icon desafio_oncase

Desafio proposto pela empresa para migrar de Γ‘rea internamente.

distkrige icon distkrige

R Package In-Development for Spatial Regression (Kriging) with Non-Euclidean Distances.

genetic-gnn icon genetic-gnn

Evolutionary Architecture Search for Graph Neural Networks (GNN)

git-tools icon git-tools

Collection of codes to automate or speed-up the process of git-related operations.

jarvis icon jarvis

Personal Assistant for Linux and macOS

linkedin_feed_bot icon linkedin_feed_bot

Python package that crawls your LinkedIn news feed. There are also features to create a PDF with a weekly summary of your chosen most important topic.

mfn icon mfn

Implementation in Python the MFN method to measure complexity & entropy in time-series.

ordpy icon ordpy

A Python package for data analysis with permutation entropy and ordinal network methods.

persiann_api icon persiann_api

Download weather data from all around the word with the PERSIANN database.

pyscora-wrangler icon pyscora-wrangler

Python package that consists mainly of wrappers for Data Engineering tasks.

python-tsp icon python-tsp

Simple library to solve Traveling Salesperson Problems with pure Python code

scrapy_webcrawler icon scrapy_webcrawler

Project to use Python with the frameworks of Scrapy and Selenium to perform webscrapping on some geek sites.

speaker_recognition icon speaker_recognition

Project to recognize user's voice through Deep Learning with Python with the LibriSpeech data.

tsp-heuristics icon tsp-heuristics

Python Package that implements meta-heuristics in order to solve the Travelling Salesman Problem (TSP).

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