Retrieval
Search, source handling, validation, and evaluation loops for production use.
Software / AI Engineer at Robert Half + Protiviti
I build internal tools for search, evaluation, and business processes, with source trails and review paths for real use.
Search, source handling, validation, and evaluation loops for production use.
Connectors that move work between internal tools, business systems, and operators.
Interfaces for reviewing outputs, sources, and workflow state without digging through logs.
Background
I completed my B.S. in Computer Science at Cal State Fullerton and now work as a Software / AI Engineer at Robert Half / Protiviti. I care about traceability: what source was used, what changed, and what a reviewer can verify.
Recent work spans retrieval systems, evaluation harnesses, Salesforce Agentforce integrations, AI security research, and nonprofit mapping tools. Across those projects, I try to keep the system understandable: clear inputs, visible state, and fewer black boxes.
Current focus
RAG, web search, source handling, evaluation loops, and output paths that can be audited after the run.
Connectors that move work between internal GPT tools, Salesforce Agentforce, and existing business systems.
Interfaces, auth-aware flows, data views, and product surfaces that make technical systems easier to review.
Vector stores, PostgreSQL, Firebase, Docker, deployment paths, and pragmatic infrastructure.
input -> retrieval
retrieval -> citations
citations -> validation
validation -> reviewable result
Work history
Robert Half / Protiviti
Building search tools, validation checks, and Agentforce connectors for internal GPT and business-system use cases.
Robert Half / Protiviti
Built and deployed a multi-agent system across eight sources, using Azure AI Foundry and Semantic Kernel to reduce manual market research work.
Walt Disney
Led an AI security research track focused on controlled model behavior, implementation constraints, and internal stakeholder review.
Develop For Good
Built React mapping tools for nonprofit volunteer distribution across underserved Colombian communities.
Selected work
Students can upload study material, generate flashcards, and review them through a focused study flow with saved decks.
2024 / Study flow
A retrieval assistant for professor research, keeping retrieved faculty and context snippets attached to each answer.
2024 / Faculty retrieval
A pantry inventory flow for adding items, checking quantities, and keeping household staples current.
2024 / Inventory surfaceEmail is best
Send the repo, product surface, internal tool, or problem statement. Email is best.