Research and implementation of unique technologies in the field of TinyML. Management of client projects. Consultations on project development

Project: _ Responsibilities included: Strategic planning, android development, project architecture, computer vision Environment: Python, YoloV5, Java, Android, Raspberry PI, SkLearn, Tensorflow, open-cv, etc

Research and development of machine learning algorithms for agricultural applications

Project: WellPlanner Responsibilities included: Developing and improving micro-services of backend architecture inside kubernetes cluster on TypeScript and Python Environment: TypeScript, Python, Docker, Kubernetes, OpenAPI, Swagger, Git, RabbitMQ, etc

Project: Predicting missed taxi rides Responsibilities included: ML - models, presentation results, business goals analysis Environment: Python, SkLearn _________ Project: Extract financial insights from PDF documents Responsibilities included: ML - models, write production code, project architecture Environment: Python, pdf-libs, SkLearn, CNN, NLP, pre-trained neural networks, Azure Dev

Project: Recommendation system for HR agencies Responsibilities included: Research in data, create strategy of research and developments. Creates ideas for products improvements Discuss architecture of project and ETL process Develop and deploy production code (ETL and models) Environment: Python, SQL, Microsoft VSCode, PySpark, Statistical Analysis, Git, BitBucket, PowerBI, Azure Function App, Azure Databricks Service, Azure Batch account, Azure Container registry, Azure Data factory, Azure Machine learning studio, Azure BLOB Storage, Azure Virtual machine, Azure Web app, Azure CosmosDB, Docker, NLP, MongoDB __________ Project: Prediction number of visitors in offline shops Responsibilities included: Researches in data, Time-series analysis, Create models for predictions Environment: Python, Pandas, SciPy, Deep Learning, CNN, SkLearn, Keras, tensorflow, Azure Databricks Service __________ Project: Prediction dangerous states of patients and epileptic seizures by sensor's data Responsibilities included: Researches in data, Time-series analysis, Create models for predictions Environment: Python, Pandas, SkLearn, TensorFlow, Keras, Deep Learning, CNN, AutoEncoders, tsfresh, Azure Ml studio, Azure AutoML, HiPlot __________ Project: Air leak detection in medical manikins Responsibilities included: Researches in data, Time-series analysis, Create models for predictions Suggestion to implement model in microcontroller Environment: Python, Pandas, SciPy, SkLearn,, tensorflow, Matplotlib. librosa, Keras, CNN, Azure Ml studio, STM32 __________ Project: Malfunction prediction for medical equipment Responsibilities included: Researches in data, Time-series analysis, Anomaly detection, Breakage detection, Breakage prediction, Data pipeline Create and deploy models for predictions Environment: Python, PySpark, tensorflow, keras, CNN, sklearn, Statistical Analysis, Time Series Analysis, Deep Learning, Azure Databricks Service, Azure Data factory, Azure Machine learning studio, Azure BLOB Storage, Pandas, Scala, AutoEncoders

Project: Leak detection and prediction for gas/oil pipelines Responsibilities included: Researches in data, Time-series analysis, Anomaly detection, Leak detection, Leak prediction, Classification pipeline states Environment: Python,, tensorflow, keras, CNN, sklearn, Statistical Analysis, Time Series Analysis, Google Colaboratory, Pandas, AutoEncoders, LSTM, Deep Learning

Project: Automatic optimization of advertising campaigns in FaceBook Responsibilities included: Researches in data, Time-series analysis, Support backend on Python Develop and implementation ML-models Hypothesis testing Business analytics Marketing analytics Cost prediction Find hottest audience Environment: Python, tensorflow, keras, sklearn, Statistical Analysis, Time Series Analysis, Pandas, PyCharm, Django, Docker, Git

Project: Detection of microcracks in high-voltage insulators Responsibilities included: Microcontrollers programming STM32, Time-series analysis, Windows applications programming, Create ML models Windows tablets programming Environment: C#, Microsoft Visual Studio, C/C++, Keil, ARM, STM32, Oscilloscope, USB, BlueTooth, I2C, SPI, ADC, DAC, SDcard, UART/USART __________ Project: High voltage transformer crimping analyzer Responsibilities included: Microcontrollers programming STM32, Time-series analysis, Windows applications programming Environment: C#, Microsoft Visual Studio, C/C++, Keil, ARM, STM32, Oscilloscope, USB, I2C, ADC __________ Project: Prototype for measuring current and voltage at one point in high-voltage substations Responsibilities included: Microcontrollers programming STM32, Windows applications programming Environment: C#, Microsoft Visual Studio, C/C++, Keil, ARM, STM32, Oscilloscope, USB, ADC

Project: Face recognition for automated marketing research Responsibilities included: Business logic scripts Environment: C++, Microsoft Visual Studio, Face Recognition SDK _________ Project: Service for optimization advertisements in social network Responsibilities included: Full-stack development NLP researches, Data mining Find hottest audience Predict audience reaction Environment: C#, Microsoft Visual Studio, ASP.Net, NLTK, Word2Vec, TFIDF, Tensorflow, BootStrap

Project: Support Responsibilities included: PC repair Installation and tune software Help system administrator Development site of the university Environment: Windows/Ubuntu/MacOS, WordPress, PHP, JavaScript