Setul Patel
Sde 2 @Amazon
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WORK HISTORY
Sde 2 @Amazon
Toronto, ON, CA
Architected an automated audit-elimination system that saved $12M USD annually by processing real-time inventory event streams to remove unproductive tasks from the backlog.• Redesigned a mission-critical Machine Learning training workflow, migrating from serverless execution to a containerized batch processing architecture to eliminate execution timeouts and improve scalability.• Designed a cross-region routing client using a composite provider pattern to enable granular, warehouse-level control during a large-scale organizational migration.• Led the technical strategy for a legacy service deprecation, consolidating APIs into a unified high-performance service to reduce operational overhead and infrastructure costs.• Established an AI-driven knowledge base using Retrieval-Augmented Generation (RAG) and custom LLM integration to reduce developer onboarding time and technical support overhead• Mentored 5+ junior engineers and interns through the full software development lifecycle, guiding them from initial design reviews to successful production launches.• Spearheaded internal technical workshops on AI-assisted coding, increasing organizational adoption of productivity tools by 40%
EDUCATION
LDRP Institute of Technology & Research, Gujarat Technological University
Bachelor's degree, Computer Engineering
Lakehead University
Master of Science - MS, Computer Engineering
ABOUT SETUL PATEL
I’m a Software Development Engineer at Amazon who thrives on turning complex, ambiguous problems into simple, scalable code. My journey has ranged from developing end-to-end ML-powered prediction systems to leading strategic migrations and refactoring core service architectures.I view myself as a technical \"force multiplier\". Whether I\'m mentoring interns, or building GenAI tools to automate team knowledge sharing, I’m passionate about driving collaborative excellence. With a Master\'s in Computer Engineering and a deep background in Java and distributed systems, I balance architectural rigor with a bias for action.
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