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I'm a freelance AI/ML engineer focused on building scalable ML systems, synthetic data pipelines, and computer vision applications. I enjoy turning ideas into deployable models, leveraging Blender for synthetic data and ONNX for cross-platform inference, all while streamlining production with CI/CD. I also help clients with AI-driven CAD automation and security audits. My background spans academia and industry, including research at Brock University and publications at IEEE Big Data 2024. I thrive in collaborative environments and love translating complex ML concepts into practical solutions that meet real-world needs.…I'm a freelance AI/ML engineer focused on building scalable ML systems, synthetic data pipelines, and computer vision applications. I enjoy turning ideas into deployable models, leveraging Blender for synthetic data and ONNX for cross-platform inference, all while streamlining production with CI/CD. I also help clients with AI-driven CAD automation and security audits. My background spans academia and industry, including research at Brock University and publications at IEEE Big Data 2024. I thrive in collaborative environments and love translating complex ML concepts into practical solutions that meet real-world needs.

Sager Kudrick

AI Engineer, AI Developer, Data Scientist, +2

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I'm a freelance AI/ML engineer focused on building scalable ML systems, synthetic data pipelines, and computer vision applications. I enjoy turning ideas into deployable models, leveraging Blender for synthetic data and ONNX for cross-platform inference, all while streamlining production with CI/CD. I also help clients with AI-driven CAD automation and security audits. My background spans academia and industry, including research at Brock University and publications at IEEE Big Data 2024. I thrive in collaborative environments and love translating complex ML concepts into practical solutions that meet real-world needs.…I'm a freelance AI/ML engineer focused on building scalable ML systems, synthetic data pipelines, and computer vision applications. I enjoy turning ideas into deployable models, leveraging Blender for synthetic data and ONNX for cross-platform inference, all while streamlining production with CI/CD. I also help clients with AI-driven CAD automation and security audits. My background spans academia and industry, including research at Brock University and publications at IEEE Big Data 2024. I thrive in collaborative environments and love translating complex ML concepts into practical solutions that meet real-world needs.

Available to hire

I’m a freelance AI/ML engineer focused on building scalable ML systems, synthetic data pipelines, and computer vision applications. I enjoy turning ideas into deployable models, leveraging Blender for synthetic data and ONNX for cross-platform inference, all while streamlining production with CI/CD. I also help clients with AI-driven CAD automation and security audits.

My background spans academia and industry, including research at Brock University and publications at IEEE Big Data 2024. I thrive in collaborative environments and love translating complex ML concepts into practical solutions that meet real-world needs.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

Independent AI / ML Engineer at Freelance

December 1, 2024 - Present

3D Rotation Prediction & RL: Built synthetic datasets in Blender, trained rotation models on remote GPUs, deployed via ONNX with CI/CD, integrated with WebGPU 3D simulation and reinforcement learning. Salesforce Security RAG: Configured Salesforce, developed Apex plugins, and performed RAG-based security audits identifying hardcoded credentials and other vulnerabilities. CAD AI Consulting: Advised a major contractor’s VP on AI/ML for CAD automation and client products. Computer Vision: Generated synthetic datasets and trained YOLOv7 for real-time 3D character detection.

Machine Learning & AI Research Associate at Brock University

January 1, 2023 - December 31, 2024

Presented research at IEEE BigData 2024, demonstrating custom model reconstruction attacks capable of inferring >80% of training data. Reduced reconstruction attacks to 25% using differential privacy for graph data. Decreased training & evaluation times by 80% by leveraging CUDA for GPU acceleration. Configured Linux/Windows research environments and contributed to Meta’s Opacus library.

Technical Analyst at Ministry of Transportation & Labour

January 1, 2019 - April 1, 2019

Optimized CRM software by 20% to boost loading times and productivity through CI/CD practices. Identified hardcoded credentials in legacy plugins and migrated them to secure, encrypted credential storage. Utilized C# and SQL to enhance Microsoft Dynamics 2012 functionalities. Managed the deployment process, moving updates from development through testing and into production.

CNC Programmer & Operator at Architectural Metals

May 1, 2015 - September 1, 2016

Programmed and operated CNC machinery, working with PVC, aluminum, and steel materials. Maintained detailed records of fabrication processes, including blueprints and communication logs.