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Braincities

Personne de contact : Dr. Daniel Souza Covacich <daniel.covacich@braincities.co>
Context: In Braincities we are developing different ML algorithms to provide cutting-edge solutions to industries like: HR, fin-tech and blockchain.

Typical Tasks:

  • Data Analysis and visualisation
  • Research in “Data Augmentation” techniques and Bootstrapping
  • Creation and implementation of NLP solutions (i.e. tokenisers, classifiers) 
  • Non-traditional pattern (image) recognition problems 
  • Time series prediction using RNN (i.e. LSTM) 

Technologies Used:

  • OS: Debian-basedLinux.
  • Data Analysis:  Python (Pandas, Numpy, Scikit-Learn, etc), R
  • Machine Learning: TF, Keras, PyTorch
  • Visualisation: Jupyter, D3, Chart.js
  • Connectivity: Node.js

Workstation: We have a 16core (32 thread) CPU with 4 GeForce RTX 2080 for training/testing our algos.