Illia Kucheruk
Hi, I'm Illia Kucheruk, a passionate AI engineer with extensive experience in developing advanced AI and machine learning systems.
About
Hi, I’m Illia Kucheruk, a passionate AI engineer with extensive experience in developing advanced AI and machine learning systems. I’ve led projects involving predictive analytics, autonomous agent design, and large-scale cloud-native architectures. My expertise spans across building AI-driven platforms for brand intelligence, education, and healthcare sectors.
I enjoy collaborating with cross-functional teams to create innovative solutions that optimize performance and automate complex workflows. I’m committed to mentoring and growing talent in AI while continuously exploring new technologies to drive impactful outcomes in diverse industries.
- 8 years' experience
- Joined August 2025
Industry experience
- Software & Internet
- Education
- Healthcare
- Media & Entertainment
- Professional Services
Work experience· 8 roles
Led development of Predictive Brand Intelligence (PBI) and Predictive Communication Intelligence (PCI) platforms. Designed and implemented the Agentic System of PBI & PCI, including integration of K-Nearest Neighbours model within the system.
Development of Predictive Brand Intelligence (PBI) and Predictive Communication Intelligence (PCI) platforms, including design and implementation of an Agentic System integrating K-Nearest Neighbours model.
Led the development of a real-time bidding optimization system using reinforcement learning and predictive analytics to optimize ad campaigns across Google, Meta, and TikTok. Integrated autonomous agentic AI to dynamically adjust ad creatives and bidding strategies, reducing manual interventions. Architected a scalable backend using AWS Lambda, DynamoDB, Kafka, and Kubernetes for handling millions of interactions. Developed GPT-based automated content generation and managed multi-GPU training workflows with Hugging Face Accelerate. Operationalized models on AWS SageMaker and managed Unified API for cross-channel advertising platforms. Built a real-time analytics dashboard using React and D3.js. Automated CI/CD pipelines and mentored junior engineers while collaborating closely with marketing, product, and engineering teams.
Education
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