Medical intern building open-source research intelligence tools. Senior faculty at Yale School of Medicine requested to share Kristal Pathfinder with colleagues.
50 documented non-replicated findings across 13 scientific domains with journal citations. Researchers scan planned experiments against the database to identify historical risk patterns before they begin.
Live tool →Takes two research domains as input and systematically identifies where they collide — shared concepts, bridge papers, bridge researchers, and unexplored intersections. Scans OpenAlex, arXiv, and PubMed.
Live tool →AI-powered research gap scanner integrating PubMed, ClinicalTrials.gov, and OpenAlex databases. Developed to accelerate research for diseases affecting underserved populations.
Translates research findings into actionable summaries for five audiences: clinicians, patients, educators, policymakers, and researchers. Bridges the gap between published science and practical application.
Live tool →Analyzes desk rejection risk, reviewer culture patterns, and journal fit for manuscript submissions. Helps researchers select the right journal and anticipate the review process.
Live tool →How I built 27+ AI products without coding. My CV is on page 1. Every link works. Every DOI is permanent. The methodology is the case study.
Read on Amazon →A structured methodology coordinating Claude, Gemini, DeepSeek, and Groq as specialized team members working on the same problem from different analytical angles. Core principle: AI can think autonomously but should not act autonomously. 27+ tools built using this approach across clinical decision support, research intelligence, autonomous agents, educational games, and 3D visualization.
Seven YouTube channels generating daily content via cron-scheduled daemons: AI debates, faith discussions, nursing education in four languages (English, Spanish, French, Portuguese), and men's mental health. Content distribution daemons producing 180+ posts monthly across Bluesky, Tumblr, and Pinterest. All deployed on Replit with automated scheduling and monitoring.
Pioneering NCLEX preparation platform in Spanish. Free educational resource targeting underserved Spanish-speaking nursing students. Multilingual clinical content generation in English, Spanish, French, and Portuguese.
Multilingual NCLEX-style clinical case generator built on Google's MedGemma medical AI. Submitted to the MedGemma Impact Challenge.
Research Translation Engine. Translates findings for clinicians, patients, educators, policymakers, and researchers.
3D interactive heart visualization with diagnostic audio overlays for medical education. Real-time heart sound synthesis with Web Audio API.
Live tool →3D disease propagation modeling with adjustable R0, intervention tools, and real pathogen presets.
Gamified CPR training with real-time feedback and certification preparation.
Flagship of a 7-channel YouTube ecosystem powered by autonomous daemons. Daily AI debates rendered and uploaded without manual intervention.
Watch →Daily faith discussions from three perspectives with practical wisdom. Autonomous content generation. 59% of total revenue from faith-based products.
Men's mental health channel. Daily autonomous content exploring depression, burnout, identity, and recovery through AI-generated discussion.
Universidad Autónoma de Guadalajara, 2009–2013
Stony Brook University (SUNY), 2004–2006
English (Native) · Haitian Creole (Fluent) · Spanish (Conversational/Professional) · French & Portuguese (Working knowledge)