Russell – Python, LLM, AI agent development

Multi-dimensional web content classifiers, replacing a third-party OpenAI API dependency with in-house models and halving per-page inference cost while eliminating external API reliance.

• Developed multi-dimensional web content classifiers, replacing a third-party OpenAI API dependency with in-house models and halving per-page inference cost while eliminating external API reliance.
• Built and deployed AI-generated content detection systems across video and web platforms from prototype to production on AWS.
• Prototyped visual detection of AI-generated video on YouTube using off-the-shelf models and optimized it for production using channel-reputation signals.

Variety of projects for clients and prototypes for potential commercial products, including an opt-in outreach bot that negotiated marketing placement, an RAG tool to search building codes for contractors, and an automated receptionist.

• Built a data integrity tool that detected and prevented the corruption Excel introduced when importing CSVs.
• Designed and implemented an AI receptionist prototype handling email and phone inquiries via LLM API calls.
• Developed a text-input acceleration tool that cut keystrokes by up to 60%.
• Built AWS backend infrastructure for an automated B2B outreach system that contacted and negotiated deals with opted-in partner sites.