Services
Generative AI Architecture & Implementation
I design and deploy enterprise-grade AI solutions that integrate seamlessly with your existing systems. Whether it's building secure, scalable workflows for intelligent document parsing or automating internal processes, my architecture-first approach ensures that your AI investments translate into reliable, real-world results.
Executive AI Workshops & Speaking
I offer customized workshops and speaking engagements that demystify generative AI for C-level executives and their teams. These sessions focus on identifying practical applications, overcoming analysis paralysis, and unlocking innovative solutions, helping your leadership and staff quickly grasp how AI can deliver tangible results.
AI Strategy & Advisory
I work directly with decision-makers to develop a clear, actionable AI roadmap that aligns with your strategic priorities. My advisory services provide the insight and best practices needed to select high-value use cases and implement solutions that drive sustainable growth.
Featured Projects
AI-Powered Learning Platform
EdTechAn AI system powering real-time content generation, personalized learning paths, and 24/7 tutoring for a global education platform. Increased student engagement and secured a multi-year strategic partnership.
Internal Knowledge & Grant Assistant
PhilanthropyA private AI assistant for a philanthropic foundation, providing instant access to internal knowledge and automating grant evaluation. Cut manual review and decision time by more than half.
Clinical Search & Insights Engine
HealthcareTwo AI tools for a major medical organization: one for natural language access to treatment guidelines, and another for deep search and synthesis of journal archives. Greatly reduced the time required to find and apply critical clinical knowledge.
AI Resume Screener & Candidate Filter
HR TechAn agentic AI system for daily resume triage, ranking hundreds of applicants from job boards and surfacing the top candidates in minutes. Achieved a 95% time savings and 80% improvement in candidate quality at the interview stage.
AI-Powered News Deconstruction Tool
Media AnalysisA custom AI system that breaks down online news articles to reveal underlying bias, emotional tone, and core claims—helping readers cut through clickbait and better understand the story beneath the headline.
LLM Model & Response Auto-Evaluation System
AI InfrastructureAn automated framework for instant scoring and benchmarking of LLM outputs. Delivers 1,000× faster evaluation, ensuring consistency, quality assurance, and maintainability across prompt generations and model iterations.
About Chris Lee

Cutting through AI hype, uncovering practical use cases, and delivering real-world value. I have partnered with organizations across healthcare, finance, and manufacturing to bring generative AI out of the hype and into real-world application. My approach is deeply technical yet highly practical. I design and deploy AI architectures that integrate seamlessly with your current systems, ensuring that each solution is both secure, scalable, and valuable to your company.
Beyond system design, I provide tailored strategic advisory and hands-on training. My executive workshops and consultation sessions are designed to empower leadership and teams alike. Together, we:
- Cut through AI buzz: Focusing on practical use cases over empty promises.
- Overcome "analysis paralysis": Identifying high-impact opportunities and turning them into tangible outcomes.
- Adopt best practices: Integrating effective project management, prompt engineering, and cross-functional collaboration for successful deployments.
I believe that successful AI initiatives require more than just technology - they demand a clear strategy that aligns with your business goals. By blending technical expertise with an educator's approach, I help enterprises implement solutions that not only work but drive measurable innovation and ROI.
Technical Expertise
Deep technical knowledge with a practical, results-oriented approach.
Strategic Alignment
Ensuring AI initiatives align with business goals for maximum ROI.
Cross-Industry Experience
Proven success across healthcare, finance, and manufacturing sectors.