Skills

Languages: Python/NodeJS/Scala

Backend and REST: Flask(FastAPI, RestPlus)/Django(RestAPI), NodeJS (NestJS with TypeScript)

Databases: PostgreSQL, MongoDB

Queues: RabbitMQ, Celery

Version Control: GIT-flow Cloud: Amazon (S3, EC2/P* Instances e.t.c), Azure, Hetzner

Logging + Visualization: Logstash/Fluentd, Kibana, Elastic

Containers: Docker

Documentation: OpenAPI, Swagger

ML: Pytorch, Tensorflow, scikit, pandas etc. Jupyter workflow.

ML technologies: Deep Neural Nets (CNNs, RNN - LSTM, TDNN, Seq-to-Seq, FastText, WaveNets etc), GANs e.t.c

Neural Net Inference: DeepStream, TensorRT, port into mobile and embedded devices with quantization and distillation.

PM: JIRA, Redmine, Confluence