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Pryce Tharpe

Professional Experience

Mesh Systems

Carmel, IN

May 2025 -- Present

Software Engineer Intern

Rotated through Cloud, Mobile & DevOps teams on AI enablement, automation, and feature development.

AI System Prompt & Internal Enablement Platform

Jun -- Aug 2025
  • Developed a master IDE prompt that standardized AI-assisted coding workflows across the company.
  • Built internal GPT-based tools and facilitated 17 short enablement sessions (AI 101/workshops) for 20+ engineers across multiple teams, standardizing AI usage across the org.

Azure DevOps Sprint Scorecard Extension

Jun -- Aug 2025
  • Designed and delivered an Azure DevOps extension with real-time sprint dashboards for project tracking.
  • Converted a static HTML prototype into a production-ready React/Next.js solution, integrating backend data from a junior intern's service.

Financial Report Automation

May -- Jun 2025
  • Designed and launched an automated ETL pipeline with Microsoft Fabric and SQL, cutting monthly Azure reporting from 3 hours to under 10 minutes.

Academic & Personal Projects

ECE 46100 - Software Engineering --- Package Registry System

Aug -- Dec 2025
  • Designed complete AWS deployment infrastructure (ECS/Fargate, ECR, S3, CloudWatch) with CI/CD pipeline using GitHub Actions and OIDC authentication.
  • Implemented LLM-based evaluation metrics for performance claims and reproducibility assessment.

Senior Design --- Smart Glasses GenAI Subsystem

Aug -- Dec 2025
  • Built FastAPI microservice with retrieval-augmented generation (RAG) pipeline using Qdrant vector store, multi-provider LLM abstraction (Ollama/GenAI API), and three-layer context system.
  • Designed REST endpoints for educational artifact generation (flashcards, MCQs); integrated with Node.js backend and React/React Native frontends.

SimRAG Reproduction --- RAG Fine-Tuning Study

Aug -- Dec 2025
  • Reproduced NAACL 2025 SimRAG methodology on consumer hardware; implemented two-stage QLoRA fine-tuning with 4-bit quantization and built evaluation framework establishing model capacity lower bounds for RAG effectiveness.

Additional Experience

Purdue Rack and Roll

West Lafayette, IN

Aug 2023 -- Present

Managed daily operations and customer experience in a high-responsibility, two-person setting.

Royal Pin Woodland

Indianapolis, IN

Aug 2021 -- Aug 2024

Trained 5+ new hires, led 2--4-person teams, and supervised a 70-lane center during peak hours.

Education

Purdue University

West Lafayette, IN

Aug 2022 -- May 2026

Bachelor of Science in Computer Engineering

Current Coursework: Software Engineering, Machine Learning, Software Senior Design

Skills

Technical: Python, C/C++, React, Next.js, TypeScript, AWS (ECS, ECR, S3, CloudWatch, IAM), Docker, CI/CD (GitHub Actions), Azure DevOps, Microsoft Fabric, SQL, FastAPI, RAG Systems, LLM Integration, Prompt Engineering, Git/GitHub, pytest