Anton Vorontsov Email & Phone Number

Ukraine

Ukraine

Украина

Asistme is your AI-powered meeting assistant, that ensures you never miss vital details again. It records, transcribes, and provides insightful meeting notes, summaries, and recommendations. We streamline your workflow, saving time and costs, so you can focus on what truly matters in your business.

Киев, Киев, Украина

Project Overview:Actively involved in a comprehensive software development project for Gnetwork, a leading internet service provider. The project aimed to enhance Gnetwork's operational efficiency, customer interaction, and data management through advanced software solutions.Key Responsibilities and Achievements:1) REST API Development: Developed robust REST API services using Node.js, ensuring seamless data exchange and application functionality. This formed the backbone of the system, allowing for efficient communication between different software components.2) Salesforce Integration: Successfully integrated Salesforce CRM, enabling Gnetwork to better manage customer relationships, track interactions, and streamline sales processes. This integration was crucial in providing a 360-degree view of the customer journey.3) Cosmos DB Integration: Implemented integration with Cosmos DB, a globally distributed database service, for enhanced data storage, management, and scalability. This allowed for high-performance querying and transaction processing.4) Framework and ORM Development: Developed and utilized the custom 'Calypso Framework' along with an Object-Relational Mapping (ORM) tool specifically for Node.js. This framework significantly improved development efficiency and code maintainability.5) Chatbot Development and Integration: Created a sophisticated chatbot for customer support, integrating it with OpenAI technologies. Involved in prompt engineering to ensure the chatbot's effectiveness in handling customer queries and providing timely assistance.6) LangChain Pipeline Implementation: Engaged in setting up and optimizing a LangChain pipeline, enhancing the project's capabilities in natural language processing and AI-driven text analysis.7) Data Management with Pinecone: Managed data storage solutions using Pinecone, focusing on scalability and efficient data retrieval, which was critical for supporting real-time applications and analytics.

Киев, Киев, Украина

Engaged in a high-impact project focused on media analysis under a strict Non-Disclosure Agreement (NDA)1) Data Parsing and Model Fine-Tuning: Utilized the Whisper model to parse and extract text from over 600,000 video files. Enhanced the model's capabilities by fine-tuning it for speaker embedding extraction, significantly improving the accuracy and efficiency of the data extraction process.2) Cloud Infrastructure Management: Established and managed a robust Azure ML pipeline, utilizing 50 virtual machines (VMs) for scalable and efficient parsing operations. This setup was crucial in handling the large volume of data and ensuring timely processing.3) Database Integration and Management: Implemented speaker embedding storage solutions using Pinecone DB, developing advanced search functionalities to facilitate efficient data retrieval and analysis. Additionally, managed the integration and storage of extracted text in Cosmos DB, ensuring data integrity and accessibility.4) AI-Powered Text Analysis: Developed specialized GPT prompts for initial text markup, laying the groundwork for sophisticated natural language processing and analysis.5) Detection Model: Successfully built and deployed a machine learning classification model tailored to detect disinformation within the news content. This model stands as a testament to the project's success in leveraging AI for media analysis.

Киев, Украина

Position Overview:Junior Data Scientist in the JERA project at Infopulse, focusing on leveraging advanced analytical techniques and AI technologies to enhance operational efficiency and predictive capabilities.Key Responsibilities:Time Series Modeling: Developed models to predict sensor data values using time series analysis, enhancing the ability to anticipate and respond to system changes.Defect Detection Modeling: Created a computer vision model for equipment defect detection, significantly improving maintenance and safety protocols.Technology Stack:1) Expertise in Python for data analysis and modeling.2) Utilized Pytorch and TensorFlow for building and training deep learning models.3) Employed AWS SageMaker for streamlined model development and deployment.4) Applied FCN and LSTM networks for time series forecasting and ViT for computer vision tasks.

Киев, Киев, Украина

Project Overview:Led development of a transformative corporate application for Japan's largest energy company JERA, enhancing their Data Science department's capabilities in model creation, training, testing, and deployment on a high-powered server.Key Features:Script Execution: Enabled Python script running for complex data analysis.Dynamic Database Connectivity: Streamlined access and manipulation of data.Data Aggregation: Integrated multi-database data for comprehensive analysis.Notification System: Alerts for power plant events, model statuses, and permissions.Chart Visualization: Sensor data representation for intuitive understanding.Similarity Search: Identified analogous cases for improved diagnostics.Role and Permission Management: Ensured secure and controlled data access.Technology Stack:NodeJS with NestJS, Postgres, InfluxDB, RabbitMQ, gRPC, Docker, Linux, AWS (S3, EC2, Cloud Watch), Azure AD, Elastic Search, Python, emphasizing DDD and TDD.Responsibilities:Developed RESTful services for scalable architecture.Innovated architectural designs for enhanced application performance.Managed task refinement, estimation, and deployment.Improved infrastructure for optimal performance.Integrated AWS and Azure for cloud computing benefits.Upheld high code quality with unit testing.Guided newcomers, fostering teamwork and knowledge sharing.

Киев, Киев, Украина

SIXT LLC16 October 2019 - 28 Jan 2021 1.3 years of experience in full-stack development in the leading rental car/car-sharing company.- Development of the microservices and REST API on the 1) Java Spring-Framework (main language) 2) NodeJs Express- Kafka, Salesforce - Docker, Kubernetes - Setting of the API security with Spring Security and JWT- React, Redux, es8- Development of PWA (progressive web application)- TDD, BDD- Jenkins- AWS: s3 bucket, EC2, lambda