Data Scientist with expertise in Python, Golang, and Computer Vision

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Description

Numpy OpenCV Git Python Pandas GDAL Docker Bash Matplotlib Golang Scikit-learn PyTorch Pillow SciPy

Hi, I have 12+ years in tech and analytics, of which 4+ years are working as a Data Scientist. I completed PhD degree 8 years ago. I have broad experience with machine/deep learning (ML & DL) and data science in computer vision (CV), geospatial & climate data. Solid software engineering skills and mindset. I use satellite images, radar data, and time-series structured data in my projects. Now I am learning Rust and am interested in using it in projects.

Key results:

  • Create, train and tune DL models

  • Statistical processing and data analytics of times series from IoT sensors and satellite images

  • Remote sensing and computer vision: georeferencing, warping, image filtering and processing, object recognition, interpolation

  • Benchmarking and speed up: async, threads, multiprocessing, multidimensional array algorithms with Numpy

  • Developed backends for data analyzing services and prediction API in Python and Golang

  • Dashboard for comparing data sources by different statistic metrics

  • Deployed services to production and staging with Docker Compose, GitLab CI/CD and Bash

Fields: AI, Data Science, Machine Learning, Deep Learning, Computer Vision, Backend. Geospational data and IoT sensors (weather and environmental), satellite images, gridded/array data and time-series.