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I am an applied AI and automation professional with hands-on experience designing, deploying, and iterating production-grade AI workflows in manufacturing and operations environments. I build end-to-end systems that transform unstructured inputs (PDFs, drawings, files) into structured, decision-ready data. I have a strong background in supply chain, procurement, and heavy equipment operations, and I bring an execution-focused mindset to AI systems built for reliability, accuracy, and real-world use.…I am an applied AI and automation professional with hands-on experience designing, deploying, and iterating production-grade AI workflows in manufacturing and operations environments. I build end-to-end systems that transform unstructured inputs (PDFs, drawings, files) into structured, decision-ready data. I have a strong background in supply chain, procurement, and heavy equipment operations, and I bring an execution-focused mindset to AI systems built for reliability, accuracy, and real-world use.

Tyler Ursuliak

Data Scientist, AI Engineer, Product Designer, +2

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I am an applied AI and automation professional with hands-on experience designing, deploying, and iterating production-grade AI workflows in manufacturing and operations environments. I build end-to-end systems that transform unstructured inputs (PDFs, drawings, files) into structured, decision-ready data. I have a strong background in supply chain, procurement, and heavy equipment operations, and I bring an execution-focused mindset to AI systems built for reliability, accuracy, and real-world use.…I am an applied AI and automation professional with hands-on experience designing, deploying, and iterating production-grade AI workflows in manufacturing and operations environments. I build end-to-end systems that transform unstructured inputs (PDFs, drawings, files) into structured, decision-ready data. I have a strong background in supply chain, procurement, and heavy equipment operations, and I bring an execution-focused mindset to AI systems built for reliability, accuracy, and real-world use.

Available to hire

I am an applied AI and automation professional with hands-on experience designing, deploying, and iterating production-grade AI workflows in manufacturing and operations environments. I build end-to-end systems that transform unstructured inputs (PDFs, drawings, files) into structured, decision-ready data. I have a strong background in supply chain, procurement, and heavy equipment operations, and I bring an execution-focused mindset to AI systems built for reliability, accuracy, and real-world use.

Skills

Experience Level

Expert

Expert

Expert

Expert

Intermediate

Work Experience

AI, Automation & Process Improvement at Applied Business Projects

September 1, 2024 - Present

Applied AI/automation professional role focused on designing, deploying, and iterating production-grade AI workflows. Developed automation pipelines to convert engineering PDFs into structured outputs and integrated AI-extracted data into Excel templates, reducing manual data entry and rework. Built tools to organize complex file structures, implemented validation safeguards, balanced automated decision-making with human-in-the-loop review, and developed lead-generation workflows with Google Sheets. Also integrated front-end interfaces with back-end services and data stores to support structured data persistence and near real-time updates.

Purchaser at Plainsman MFG

November 1, 2024 - Present

Embedded AI-assisted and automated tools into quoting and purchasing workflows to reduce manual effort under time-sensitive production constraints; interpreted machining drawings and specifications to ensure correct sourcing; acted as bridge between engineering requirements and automated decision-support; sourced materials and negotiated terms; managed purchase orders and resolved discrepancies.

Highway Maintenance Operator at Volker Stevin Canada

April 1, 2023 - November 1, 2024

Operated heavy equipment in all weather conditions; performed roadway maintenance and inspections; responded to emergencies; conducted equipment inspections and routine maintenance; followed environmental, safety, and regulatory standards to support efficient work execution.

Heavy Equipment Operator & Site Crew Leader at PME Inc.

August 1, 2019 - September 1, 2022

Led crews on large-scale infrastructure projects, including major urban transit construction; coordinated underground work, grading, drainage, and earthworks in high-risk environments; managed work execution in congested industrial sites while maintaining safety and productivity.