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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.…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.

Illia Kucheruk

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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.…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.

Available to hire

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.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Work Experience

Lead AI Architect at Predictores.ai

May 1, 2025 - Present

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.

Lead AI Architect at Predictores.ai

May 1, 2025 - Present

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.

Senior AI Engineer at Soul AI

April 30, 2025 - August 1, 2025

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.

Senior AI Engineer at Soul AI

April 30, 2025 - August 1, 2025

Led development of a real-time bidding optimization system using reinforcement learning and predictive analytics for Google, Meta, and TikTok ad campaigns, increasing ROI and reducing wasted spend. Integrated Agentic AI for autonomous ad creative and bidding adjustments. Architected serverless backend with AWS Lambda, DynamoDB, Kafka, and Kubernetes. Created automated GPT-based content generation and applied transfer learning with multi-GPU training workflows. Operationalized models on AWS SageMaker with scalable real-time endpoints. Managed cross-platform advertising Unified API and user-friendly analytics dashboard. Automated CI/CD pipelines and mentored junior engineers.

Senior AI Engineer at AllHere Education

November 1, 2022 - August 1, 2025

Shaped technical direction and collaborated with founders to align technical execution with business goals. Developed GPT-3.5 powered AI systems integrated with Retrieval-Augmented Generation (RAG) and semantic search using LangChain, embeddings, and Pinecone. Built NLP-driven educational tools including chatbots and OCR pipelines for digitizing educational documents. Architected microservices infrastructure with AWS Lambda and leveraged Snowflake, Databricks, and Big Data tech for scalable AI-driven education solutions. Contributed to front-end development of real-time analytics dashboards and automated lesson plans and grading with AI systems. Streamlined CI/CD with GitHub Actions and Kubernetes.

Senior AI Engineer at AllHere Education

November 1, 2022 - August 1, 2025

Shaped technical direction of education technology startup by collaborating with founders and product managers. Developed GPT-3.5 powered AI systems with Retrieval-Augmented Generation and multimodal semantic search. Created NLP-driven educational tools including chatbots and OCR pipelines. Engineered multimodal content extraction pipelines integrating documents and videos. Architected cloud-native microservices on AWS Lambda and utilized Snowflake and Databricks for big data processing. Developed real-time analytics dashboard and AI-driven lesson plan automation. Deployed AI autograding system and fine-tuned LLM models. Streamlined CI/CD using GitHub Actions and Kubernetes.

ML/DL Engineer - Healthcare at CareCloud

February 28, 2018 - August 1, 2025

Developed CNN-based medical imaging platform to improve diagnostics accuracy. Created speech enhancement models for telemedicine and OCR engines to digitize patient records. Engineered ETL pipelines for large healthcare datasets and designed APIs integrating EHR systems while ensuring healthcare compliance. Built scalable databases supporting FHIR standards and collaborated with product teams for healthcare-aligned features.

ML/DL Engineer - Healthcare at CareCloud

February 28, 2018 - August 1, 2025

Developed CNN-based medical imaging platform analyzing X-rays and mammograms using PyTorch, improving diagnostic accuracy. Built speech enhancement models for telemedicine using Wave-U-Net. Created OCR engine to convert paper records into structured EHR data. Engineered ETL pipelines for unstructured healthcare data with Snowflake. Designed APIs integrating electronic health records with telemedicine platforms ensuring compliance. Built scalable FHIR-compliant database architecture and collaborated with product management for healthcare solutions.