Internships
Summer 2025
Solutions Architect Intern
Amazon Web Services (AWS)
Cloud Sales Center, Enterprise Greenfield
- Developed a secure full-stack specifications intelligence application with Python, React, Flask, Lambda functions, S3, EC2, and REST APIs, integrating Amazon Textract and Bedrock to extract and structure content and entities from unstructured, high-volume PDFs — reducing manual review by 70% for high-risk workflows in defense, real estate, and infrastructure sectors.
- Implemented robust end-to-end security architecture, including fine-grained IAM policies, document scoping guardrails, and distributed data protection; ensuring secure ingestion and processing of sensitive construction and defense-related documentation across distributed AWS services including Lambda functions, S3, and API Gateway.
- Defined mitigation controls for OWASP Top 10 risks for LLMs in Bedrock-based applications by integrating input/output validation, scoped model prompts, and content safety filters—eliminating prompt injection vectors and hallucinated outputs in internal testing environments.
Summer 2024
Software Engineering Intern
United Parcel Service (UPS)
Enterprise Technology, Information Services Management
- Engineered a GenAI-based system using GCP Vertex AI's text-bison model for classification to curate template responses and detect possible fraud for small-package billing inquiries (disputes, invoices, accounts), reducing human contact time by ~30%.
- Restructured the customer service messaging response application using the LangGraph multi-agent framework (after comparing LangChain, CrewAI, AutoGen, and Semantic Kernel) to support ~50k daily cases globally; projected operating cost savings of $1.5M.
- Implemented Microsoft Azure OpenAI's GPT-4o model with prompt engineering in Python to classify 100 customer service and non-service message categories.
Summer 2023
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[Company / Organization]
[Short description — technologies, team, or focus]
Summer 2022
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[Company / Organization]
[Short description — technologies, team, or focus]