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Skills

  • Computer Vision
  • Deep Learning
  • Arima
  • Data Analysis
  • Data Science
  • Machine Learning
  • Python
  • PyTorch
  • R Programming
  • Statistical Analysis
  • Time Series Analysis
  • Wavelets

Services

  • Data science, Computer Vision Deepe lear

    $45/hr Starting at $25 Ongoing

    Dedicated Resource

    Experience: June 2019 - October 2019 September .2016 – October 2018 April - June 2016 — I worked in ASF GS in Siberian Branch of Academy Of Science November 1996 – April 2016 13 July 1989 – 21 November...

    ArimaComputer VisionData AnalysisData ScienceDeep Learning

About

Skills: - Digital Signal Processing – Wavelets, filtering, etc… - Programming languages: - Python, R, Matlab, C#, C/C++ - Data Science: - Statistics (hypothesis testing, ANOVA, regression

Portfolio:

Digital signal processing:
https://figshare.com/articles/Valve_Spring_Fault_Detection_Final_1_pdf/7745330

Regression analysis and statistical testing:
https://rpubs.com/andrei_keino/402966

Hypothesis testing:
https://rpubs.com/andrei_keino/401944

FC neural networks:
https://github.com/AndreiKeino/EECS-498-007-598-005-Deep-Learning-for-Computer-Vision/blob/master/assignments/3/fully_connected_networks_completed.ipynb

Convolutional neural networks with PyTorch (ResNet implementation):
https://github.com/AndreiKeino/EECS-498-007-598-005-Deep-Learning-for-Computer-Vision/blob/master/assignments/4/pytorch_autograd_and_nn_completed.ipynb

Recurrent neural networks, LSTM, attention:
https://github.com/AndreiKeino/EECS-498-007-598-005-Deep-Learning-for-Computer-Vision/blob/master/assignments/4/rnn_lstm_attention_captioning_completed.ipynb

Forecasts: SARIMA:
https://github.com/AndreiKeino/Coursera---Practical-Time-Series-Analysis/blob/master/Practical%20Time%20Series%20Analysis/week_6/02%20Applications/02%20SARIMA%2Bcode%2Bfor%2BMilk%2Bproduction-update.md