Kee Kimbrell

Entrepreneur • Technologist • Language Enthusiast
From building SEC search engines to pioneering AI-driven financial insights. From Kansas to Texas to Denmark to the Sonoran Desert. A life of code, cycling, and new chapters.

"El que lee mucho y anda mucho, ve mucho y sabe mucho."

— Don Quixote de la Mancha

The Journey

🎮
DWANGO & Ion Storm
Gaming pioneer in the dial-up era
🔍
10K Wizard
First SEC document search engine
Sold 2008 • Retired at 42
🔬
Kaleidoscope
AI-powered financial intelligence
Current venture
🌵
Tucson
New beginnings in the desert
Sept 2025

Kscope Projects

📊
2025 Technical Achievements
Comprehensive SEC analysis reports and technical achievements. Market analysis, competitive landscape, AI vs analysts, MARS expansion strategies, and strategic insights for the year ahead.
Kscope Annual Report
🎯
SEC Event Detection
Interactive dashboard visualizing rare SEC filing events with Alpha/Risk scoring. Two-stage LLM pipeline using Qwen 7B and Claude Haiku for intelligent event extraction and classification.
Alpha Opportunities • Risk Alerts
🚩
Advanced Risk Detection
Enhanced SEC analysis with red flag detection and comprehensive risk assessment. Advanced event classification with magnitude analysis and real-time risk indicators.
Red Flags • Enhanced Analytics

Personal Projects

🌵
Ideas para Gabby
A Spanish-language collection celebrating Sonoran culture, Tucson adventures, and shared discoveries. Features hiking guides for Mount Lemmon and Tucson trails, authentic Sonoran recipes, English lessons, and cultural content. Made with love from the desert.
Sonora • Tucson • Cultura
🏡
Casa Gabby
Beautiful house rental in Álamos, Pueblo Mágico. Experience authentic Mexican colonial charm in one of Sonora's most picturesque magic towns. A hidden gem in the heart of Mexico.
Álamos, Sonora
💜
Miracle Ridge Recovery
Where sobriety meets sisterhood. A supportive community and recovery center dedicated to helping women on their journey to wellness and lasting recovery.
Recovery • Community • Hope
🏗️
Paul & The Future of CAD
My brother Paul designs AI data centers using AutoCAD and Revit. We often discuss a fascinating question: In my industry, I no longer write code - I supervise AI that writes code. Will his industry follow the same path? Could AI soon bypass CAD entirely, going straight from "I want to build a house" to construction-ready DXF files?
AI • Design • Industry Transformation

Ideas & Discussions

💡
Strategic Thinking
In-depth strategic conversations and product analyses. From commercial product strategy to technical architecture decisions. Exploring the intersection of financial technology, AI, and market opportunities. Deep dives into building products that scale.
Product Strategy • Market Analysis • Technical Architecture

Experiments

🧪
ML/AI Experiments
Real experiments in machine learning and AI - what worked, what didn't, and what we learned. Failed experiments are often more valuable than successes. They reveal edge cases, expose flawed assumptions, and guide future work. Learning from both successes and failures.
Machine Learning • Reinforcement Learning • Trading AI