3+ Years
Industry: Agriculture, Retail, IT & Software
Specialization: Anomaly Detection, Recommendation Systems, Natural Language Processing
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Description
Project of wind and solar power plants generation forecasting (Time series task with a large amount of Geo-data
Duration - half a year
Tasks - I was engaged in the development of the service of power plants generation forecasting, starting from the problem statement to monitoring in the proda, + managed this project (raised the database, wrote code, configured the coachman)
Technology - extensive experience with Time series, writing production-ready code and MLOps infra (DVC, mlflow, dagshub, clearml)
Result -The system showed excellent quality and reliability
Description
Project of sales forecasting at retailer
Duration - 7 months
Tasks - I was engaged in the development of a service for forecasting the output of power plants, starting from the statement of the task to monitoring in the proda, + managed this project.( raised the database, wrote code, customized the coachman)
Result - The system showed excellent quality and reliability
Description
Research project (in DataLab)
Duration - about 1 year
Tasks - Development and unification of MLops processes. Not finished yet