Artificial Intelligence Work

AI Agents & AI Search

I've built AI agents, leveraged AI-driven search tools, and implemented structured data to optimize content for AEO/GEO. I also built this website using Claude Code.

Cassidy AI agent workflow
AI Automation

AI Agentic Workflow

I built an AI Agent using Cassidy that autonomously drafts responses to customer emails. The agent follows a multi-step workflow that queries a knowledge base containing company information and brand guidelines before generating an appropriate response. I tested multiple LLMs to identify the best-performing model and used evaluations to refine output quality. Before sending, each draft is routed for human review to ensure accuracy and quality control.

Semantic Search

AI Search

I supported the implementation of Google Vertex AI, an AI-powered semantic search tool on Walmart's corporate website. Semantic search improves the search accuracy by understanding the context, intent, and semantic meaning behind a user's query, rather than relying solely on keyword matching. The previous search tool returned too many irrelevant and old news articles as it relied solely on keyword matching. I worked closely with the engineering team and created a training document with examples for the AI to learn from and performed extensive testing to tweak the relevancy thresholds to produce fewer recent and relevant results.

Walmart search
Stack of folded newspapers
Claude Code

Media Pitch Agent

I used the Anthropic API to build a Media Pitch Agent that turns daily HARO (Help a Reporter Out) journalist-query digests into ready-to-send media pitches. The agent filters out irrelevant queries, scores each opportunity for relevance on a 1–10 scale, and automatically drafts a pitch for opportunities that score 7 or higher.

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