Nastia Havriushenko Email & Phone Number

Amsterdam, Nh, Nl

Amsterdam, Nh, Nl

Amsterdam, North Holland, Netherlands

Utrecht, Netherlands

- Project Management: leading AI/ML projects from initiation to completion. This involves defining project objectives, creating project plans, estimating resources and timelines.- Collaboration and Communication: Collaborating with cross-functional teams, such as data scientists, software engineers, and business analysts, to ensure effective integration of ML solutions throughout the project lifecycle.- Providing technical expertise and guidance to the ML engineering project, researching and developing AI/ML solutions.- Client Interaction: understanding client requirements and translating them into actionable ML engineering tasks. Leading client meetings, presentations, and discussions, and providing technical insights and recommendations.- Mentorship: Setting performance goals, and providing regular feedback and coaching- Ensuring the quality and reliability of ML models and solutions developed by the team. Implementing code reviews, testing and validation.

Amsterdam, North Holland, Netherlands

Responsibilities:• lead implementation of production-ready ML solutions• architect a feedback loop for released ML model• design and develop model monitoring and alerting in order to be pro-active on drifts• create sustainable CI/CD process for ML models• set up project priorities, distribute tasks over the team, mentor junior colleagues• automate creation of production-ready model from data science prototypes• automate model deployment, testing, versioning, traceability Used technologies/ tooling: Kubernetes, pre-commit, ML algorithms, Evidently, poetry, VertexAI, Hbase, pyspark, SQL, pytest, FastAPI

Netherlands

Winkelstuurinformatie - Receipts and payment logs from all SPAR stores and partners land at Data lake. The team was responsible for creating an even-driven platform that consumes, parses, verifies, and transforms data of various formats and sources. In addition we were responsible for ML-driven forecasts, BI dashboards, business insights and decision support.Responsibilities: - develop Data quality checks (Great Expectation Python package) - architect and implement event-driven streaming services - contribute to ML models development in Synapse and Azure Machine Learning - communicate project requirements and expectations with stakeholders - migrate data pipelines from ADF to Azure Synapse, Databricks and Azure FunctionsUsed technologies/ tooling:Docker, Azure Cloud: Databricks, Data Factory, Synapse, EventGrid, SQL Server, Azure Functions, Great Expectations, pyspark, time series forecast

Kyiv, Kyiv City, Ukraine

Security Lab - the team was responsible for establishing security monitoring and thread detection of Samsung Smart TVs. We provided software updates, collected and analysed device logs, searched for malicious behaviour.Responsibilities:- design and implement micro-services architecture for a streaming platform in Apache Flink- lead migration to streaming architecture: create a roadmap, decide on technologies, distribute tasks over team, communicate with stakeholders- develop an ML anomaly detection model for malicious behaviour recognition using NLP- develop services for data scrapping, aggregation and analysis in NodeJS, REST API and in Scala, Apache Flink- mentorship, organise a bootcampUsed technologies/ tooling:RabbitMQ, Apache Flink, ML algorithms for clustering and dimension reduction and time series forecasting, NLP, Scala, Docker, Python, NodeJS, API, pre-commit, git hooks, MongoDB, PostgreSQL

Kyiv, Ukraine

Healthcare Innovation Lab - research and development healthcare- and fitness-related software for portable devices(smart watches, smart glasses) and corresponding apps on phones, TVs.Responsibilities:• create Neural networks for predicting sleep phases and apnea • classify physical activity by video (Computer Vision)• classify physical activity signal data of smart watches (Time Series forecasting)• research and development• paper publication

Master'S Degree

Master'S Degree

Education record

Bachelor'S Degree