AI Solutions That Drive Real Results

Developed and deployed custom research tools for financial analysts that generate comprehensive, distilled company reports at the click of a button. Through close collaboration with the research team, mapped their complete workflow to identify optimal integration points for AI assistance. Built a scalable system with custom prompt libraries that allows analysts to quickly generate research insights across multiple companies, significantly reducing manual information gathering and distillation time.

Designed, built, and deployed a production-ready ensemble machine learning model to optimize warehouse appointment scheduling for pickup and drop-off operations. Leveraged historical scheduling data to predict optimal time slots with high accuracy, eliminating manual scheduling processes. Conducted comprehensive back-testing to validate model performance before deploying the inference endpoint to production, enabling real-time scheduling predictions integrated directly into their application.

Designed and delivered a comprehensive all-day applied AI workshop for 60 faculty members at a major university hospital. Collaborated extensively with the organization's director to understand faculty pain points and build custom curriculum focused on administrative task automation and practical AI applications relevant to healthcare settings. Developed hands-on exercises, real-world demonstrations, and provided extensive follow-up resources including instructional videos for self-directed learning continuation.

Performed comprehensive technical assessment of a healthcare technology company's clinical study processing and document generation platform that was experiencing accuracy and quality issues. Conducted deep analysis of their AI retrieval systems, information distillation processes, and response generation mechanisms. Delivered detailed technical recommendations and actionable strategies to improve retrieval accuracy, enhance information completeness, and increase confidence in generated clinical documentation.