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Stylized Fedora Linux logo on layered geometric shapes.

  Ekklesia implementation and development


Structured skill modules for Ekklesia or agent usage:


Molecular property prediction, peptide identification, sequence design, characteristics and prediction, pharmacogenomics, clinical decision support, treatment planning, physiological signal processing, medical imaging, clinical prediction models, whole slide image analysis, radiology workflow analysis.


Deep learning, reinforcement learning, fractal analysis, model intercommunication, Bayesian and Markovian method analysis

Metabolic modeling, statistical chemistry modeling


Physical data analysis, calculations, computations, simulation, systems modeling, process analysis


Algorithms and geometric simulations to identify divergent opportunities in financial markets emerging from convergent technological adaptation by hedge fund and institutional investors.  Utilizing small, specialized datasets and refining outcomes through iterative cross-model feedback and adversarial evaluation, we generate an adaptive, proprietary dataset that circumvents synthetic genericism and the commonality inherent in large financial firm data pipelines.


Lab equipment control, workflow automation, LIS integration and process evaluation


Research capabilities, literature review, peer review, scientific writing, document processing, slides, schematics, illustrations


Biologic pathway analysis, systems-level insight, artificial metabolic pathway schemas


Methodology and process generation.  Hypothesis, brainstorming, critical thinking, and evaluation


 Directed marketing enhanced through subconscious visual appeal and attention science. Strategic dynamic psychological and psychosocial triggers for engagement and retention. 

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  • Current research