Professional Summary
Proven track record designing and delivering scalable, high-impact backend systems and
AI-powered data pipelines. Expertise in Python, distributed architectures, and LLM integration.
Adept at leading cross-functional initiatives, modernizing legacy platforms, and driving
adoption of emerging technologies in high-stakes production environments.
Experience
Senior Software Engineer
Source 7
Dec. 2022 - Present, Remote
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Designed and developed data retrieval agent using LangChain and LangGraph
to retrieve, scrape, parse and validate a wide variety of appliance data, enabling
data acquisition from 91% more sources.
- Architected and implemented a Supervised fine-tuning pipeline for LLMs,
enabling rapid comparison and adoption of advanced models for specialized data extraction
workflows.
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Designed and deployed a human-in-the-loop AI review system to enhance OCR machine learning
model outputs, improving accuracy by 30%.
- Led the decomposition of monolithic legacy applications into modular, maintainable services
while replacing obsolete ML services with modern LLM driven systems.
- Established a private Python packaging repository to secure internal code sharing and
mitigate supply chain attacks.
Software Developer
KP Remodeling
Mar. 2018 - Nov. 2022, Knoxville, TN
- Developed and deployed a performance tracking platform that increased sales productivity by
89% through data driven insights.
- Automated recruiting processes, reducing HR workload by 40% through efficient system
integration.
- Implemented an asynchronous messaging system to enhance team collaboration and customer
engagement.
Field Marketing Manager
KP Remodeling
Oct. 2015 - Mar. 2018, Knoxville, TN
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Coordinated marketing initiatives across multiple Home Depot locations to drive qualified
leads and sales opportunities.
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Led and managed a multi-state team of lead generators across Kentucky and Tennessee,
consistently ranking as top performing regional team
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Developed and implemented training programs for Home Depot associates to effectively represent
our products and services.
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Contributed to company's substantial growth from $3M to $19M in annual revenue through
systematic lead generation and team development.
Sales Representative
KP Remodeling
Aug. 2013 - Oct. 2015, Knoxville, TN
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Designed and sold residential kitchen remodeling projects through in-home consultations
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Earned Rookie of the Year recognition for outstanding sales performance
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Consistently exceeded monthly sales targets through consultative selling approach