:: MODULE: LAB
Technical Experiments
Where I synthesize theory into functional architecture. Applied research, open source benchmarks, and RAG pipelines.
Illari
RAG Pipeline & Safety Evaluation
The Hypothesis
"Can we reduce hallucination rates in legal query retrieval by implementing a dual-stage verification layer based on epistemic uncertainty metrics?"
The Outcome
Achieved a 14% reduction in non-factual citations compared to baseline naive RAG implementation. Released as open-source benchmark.
This safety protocol is currently deployed in production for select clients via my Advisory practice.
Andes Runners
High-altitude Performance Modeling
The Hypothesis
"Does incorporating geolocation altitude metadata into physiological time-series data improve the prediction accuracy of cardiovascular strain?"
The Outcome
Developed a predictive model used by 3 local athletic clubs to adjust training loads dynamically.