Filip's Solutions

Professional Experience

I have over 4 years of professional experience in the full software development cycle in several projects listed below. Projects were on different stages, from architecture development, through MVP, to maintenance. I'm developing well-tested code infrastructure in accordance to design patterns and best practices.

outputting novelty, topic and sentiment score of events using BERT deep learning architecture. Build pipeline for deploying, training and performance reporting. Design data model and create business intelligence reports for visualizations.

based on high scalable microservices infrastructure. Perform deep marketing analysis and develop ML models to assess which ads will be profitable.

recommending specialists in order to pursue customers personal goals like quit smoking, lose weight. Orchestrate high capability cloud infrastructure, detect bottlenecks and optimize endpoints using cache and queues.

which finds the most suitable people for a given project, forecasting familiar technologies and calculate team friendly index.

calculating transport prices, forecasting costs and wear of parts based on web scraped data.

Certificates

I actively participate in certification courses to extend my knowledge in exciting fields of study.

Deep Learning Specialization
Convolutional Neural Networks
MySQL for Data Analytics and Business Intelligence
Big Data, Hadoop and Map Reduce
REST API Development
Docker Master Class for Machine Learning and Data Science
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optymization
Structuring Machine Learning Projects
Convolutional Neural Networks
Sequence Models
Deep Learning Specialization
Convolutional Neural Networks
MySQL for Data Analytics and Business Intelligence
Big Data, Hadoop and Map Reduce
REST API Development
Docker Master Class for Machine Learning and Data Science
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optymization
Structuring Machine Learning Projects
Convolutional Neural Networks
Sequence Models
Deep Learning Specialization