- Design and develop cloud-based trading terminal for spot, futures and currency markets within microservice based event driven architecture- Design and implement databases- Optimize performance of backend services, including optimizing algorithms, database queries, implementing caching, etc- Design and implement solutions for performance monitoring, log aggregation and analysis

- Refactor legacy codebase - Integrate ML models into business workflows- Design and implement logging aggregation and analysis solution based on ELK stack

- Design and develop architecture for ML systems in the domain of NLP: text classification, semantic search, NER- Design and develop ETL pipelines- Data processing and feature engineering- Design and conduct ML experiments: test models and architectures, optimize hyperparameters, log results- Design and develop containerized ML services based on FastAPI framework, integrate with existing services and application - Develop backend services based on Django/DRF stack, integrate… Show more - Design and develop architecture for ML systems in the domain of NLP: text classification, semantic search, NER- Design and develop ETL pipelines- Data processing and feature engineering- Design and conduct ML experiments: test models and architectures, optimize hyperparameters, log results- Design and develop containerized ML services based on FastAPI framework, integrate with existing services and application - Develop backend services based on Django/DRF stack, integrate with third party services and application - Optimize database queries within Django ORM- Optimize ELK cluster performance, refactor ElasticSearch based full text search solution- Code review, design and conduct technical interviews, onboard new developers Show less

- Develop backend services with Django framework- Develop analytical dashboards with Plotly Dash framework and pandas

- Database maintenance- Write and refactor SQL queries