Open to opportunities

Illia Kucheruk

@illiakucheruk

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Senior AI Engineer specializing in machine learning and cloud solutions.

Poland

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What I'm looking for

I am looking for opportunities that foster innovation, collaboration, and growth in AI and machine learning.

As a Senior AI Engineer with extensive experience in developing innovative solutions, I have led projects that leverage cutting-edge technologies to optimize performance and enhance user experiences. My journey began with a Bachelor of Computer Science from the University of Delaware, which laid the foundation for my passion for artificial intelligence and machine learning.

At Soul AI, I spearheaded the development of a real-time bidding system utilizing reinforcement learning and predictive analytics, significantly improving ad targeting and conversion rates. My role involved designing a serverless architecture on AWS, ensuring scalability and efficiency while managing high volumes of real-time interactions. I also created an automated content generation platform that streamlined ad production, integrating advanced NLP and image generation technologies.

Previously, at AllHere Education, I played a crucial role in shaping the technical direction of the company, architecting a cloud-native microservices infrastructure that enhanced communication systems for educational institutions. My work included developing robust APIs and AI-driven solutions that automated lesson planning, allowing educators to focus more on student engagement. I am dedicated to driving innovation and delivering impactful solutions that meet the evolving needs of businesses.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Soul AI

Nov 2022 - Present (3 years 7 months)

Led the development of a real-time bidding system using reinforcement learning and predictive analytics. Designed a serverless architecture on AWS, created an automated content generation platform, and implemented audience segmentation models. Managed a unified API system for ad platforms and developed a user-friendly analytics dashboard.

Reinforcement Learning Predictive Analytics AWS Kubernetes API Integration React Docker NLP

Current

Senior AI Engineer

Current

Soul AI

Nov 2022 - Present (3 years 7 months)

Led the development of a real-time bidding system using reinforcement learning and predictive analytics. Designed a serverless architecture on AWS and created an automated content generation platform integrating GPT-based NLP. Managed a unified API system for ad platforms and developed a user-friendly analytics dashboard.

Reinforcement Learning Predictive Analytics AWS Lambda Kubernetes NLP API Integration React

Senior Machine Learning Engineer

AllHere Education

Mar 2018 - Nov 2022 (4 years 8 months)

Played a pivotal role in shaping the technical direction of AllHere. Architected a cloud-native microservices infrastructure on AWS, developed robust APIs, and built AI-driven solutions for educational content. Ensured HIPAA compliance and streamlined CI/CD processes.

Microservices AWS GraphQL RESTful APIs NLP CI CD HIPAA JWT Kubernetes

Senior Machine Learning Engineer

AllHere Education

Mar 2018 - Nov 2022 (4 years 8 months)

Played a pivotal role in shaping the technical direction of AllHere. Architected a cloud-native microservices infrastructure on AWS and developed robust APIs for data exchange. Built AI-driven solutions for lesson planning and designed secure APIs for sensitive data handling.

Microservices AWS GraphQL RESTful APIs NLP JWT Education Technology Automation

AI Engineer - Healthcare

CareCloud

Jan 2016 - Mar 2018 (2 years 2 months)

Developed a CNN-based medical imaging platform and created speech enhancement models for telemedicine. Designed APIs for EHR integration and built a scalable database architecture to support FHIR standards, improving data access for healthcare providers.

CNN Medical Imaging Telemedicine API Integration FHIR Database Architecture Product Management