Jason Marcell
Experienced Software Engineering Leader
- Role
- Software Engineer at Amazon
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Jason Marcell
http://resume.jmarcell.com
Experience
Software Engineer
Jan 2024 — Present · Austin, TX, US
AI-Powered Indirect Procurement Classification System Award-Winning Innovation: Hackathon POC won departmental award and selected as priority project for 2025 funding Led team developing AI classification system for indirect procurement spend (multi-GB, millions of records monthly) Evolved hackathon concept using AWS Bedrock LLM into full production system with AWS SageMakerLeading classical machine learning implementation to replace major third-party vendor contract ROI Impact:~$500K annual contract savings + several million in business productivity gains Delivering automated classification solution for enterprise-scale procurement operations Enterprise Fine-Grained Access Control (FGAC) Framework Rapidly mastered complex enterprise authorization system developed by another team within first 6 months as new employee Established departmental usage pattern for industry-standard fine-grained access control and compliance Built reusable framework implementation with field-level data privacy controls and two-person review security processes Enabled secure, compliant data access across multiple internal client systems Corrigo Vendor SDK and API Integration Technical Leadership Led technical transformation of legacy codebase, modernizing architecture and development practices Raised code quality standards by implementing comprehensive unit/integration tests and automated CI/CD pipelines Authored new library package that auto-generates SDK from Corrigo’s OpenAPI spec Eliminated thousands of lines of manual code, replacing with maintainable auto-generated SDK Significantly accelerated development velocity and solution delivery for facility management integrations
Education
Cornell University
Masters of Engineering
Georgia Institute of Technology
Bachelors of Science
Georgia State University
Post Baccalaureate
Skills
- Gnu Debugger
- Textmate
- Java
- Arduino
- Ruby
- Algorithms
- Mobile Applications
- Emacs
- Ajax
- Natural Language Processing
- Debugging Code
- Ruby on Rails
- Subversion
- Mysql
- Machine Learning
- Yaml
- Cocoa
- Algorithm Analysis
- Test Driven Development
- Continuous Integration
- Testing
- Javascript
- Ios Development
- Test Engineering
- Sinatra
- C++
- Swift
- Git
- C
- Ios
- Sqlite
- Sql
- Software Engineering
- Microcontrollers
- Jquery
- Objective-C
- Valgrind
- Test Automation
- Reliability Engineering
- Debugging
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