My main field of work includes Machine learning, Image and Video processing and recognition, NLP, Data science, Data analysis, BigData and others. I am experienced in developing systems for many business areas, ranging from customers behavior analysis and fraud detection to objects recognition on video.
Machine learning: neural networks and deep learning, support vector machines, anomaly detection, and clustering, tree decision. NLP: word2vec, doc2vec, LSTM, GRU, topic extraction, text similarity.
I worked with following libraries: Keras, Tensorflow,gensim, OpenCV, Pandas, Numpy, Seaborn, Matplotlib, sklearn.
Deployed servers(Flask, Nginx, apache) on AWS, Ubuntu, Google Cloud.
Working with Colab.google, jupyter notebook.
Database: MySQL, Postgres.
Interested in electronic devices development, IoT(I have a 'Smart Home With Controllers and Voice Control' project). I am highly fascinated by modern technologies and I study new developments with great pleasure.
Control systems engineering for mining servers. Database development for collection and data processing from servers and miners. Maintenance of these systems.
Different Machine learning tasks, image and video recognition (OpenCV and WebRTS), NLP (Tensorflow, Keras, OpenCV), for instance, developed the algorithm for checking contracts and executive documentation for similarity (gensim word2vec, doc2vec, topic extraction), x-ray image processing for medical reports (TensorFlow, OpenCV), different works in object detection and classification, signal processing and search patterns.
Mining software development (C++, CUDA, Python)
I developed a computing module on FPGA (Altium project) and software for parallel computing (C++, Verilog). You can get acquainted with the project on my LinkedIn page https://www.linkedin.com/pulse/fpga-pcie-module-parallel-compute-pavel-satalkin/
- Intelligent Systems Center,
Director, co-owner, lead developer,
Devices development for non-standard tasks, production and integration of them.
Development and integration of safety systems and automatics. I successfully managed a team of 25 people.
- Nord Company,
Production control engineer,
Preparation of engineering network documentation. Making executive drawings in AutoCAD, checking compliance with regulatory documents. As a result of my work I managed to finish several large construction projects with problematic documentation.
Computer service engineer,
PC assembly and repairs, computer network building, server service.