Ryndel Simulate
Modeling multi-agent networks to generalize fixing of inefficiencies across any networks
For APIs to our models (network, prediction, and simulation)
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Built off of network modeling of inefficiencies generalizing across any networks. Especially utilizing breakthroughs in network and complexity sciences, specifically multi agent reinforcement learning/simulation and machine learning in parallel with the decreased cost of language processing. We are specifically building towards multi model inputs to increase the quality and generalizability of our network models.
Model Prediction Quality Simulations
Each gap is scored as priorityScore = (100 − network coverage) + structural weight + funding pressure + demand + resource dependence − penalties, computed per state from public IRS 990, ACS demand, and registry data; a report's findings are then matched to the nearest scored gap and rated either by NDCG-style ranking fit (when the source orders its own findings) or by placement fit (how highly the model's full ranked output placed each true finding, when it doesn't).
Nonprofit Nexus: State of the Sector
Nonprofit sector, 17 counties across TN/GA/AL
Imperial County Community Health Assessment 2024
Public health, Imperial County, California
Richmond City & Henrico County Community Health Assessment 2024
Public health, Richmond City & Henrico County, Virginia
Maryland State Health Assessment 2024
Public health, Maryland statewide
St. Johns County Community Health Assessment 2024
Public health, St. Johns County, Florida
King County 2024/2025 Community Health Needs Assessment
Public health, King County, Washington
Los Angeles County Community Health Equity Improvement Plan 2024-2029
Public health equity, Los Angeles County, California
Minnesota Statewide Health Assessment 2024
Public health, Minnesota statewide
Nonprofit Nexus: State of the Sector
Nonprofit sector, 17 counties across TN/GA/AL
Imperial County Community Health Assessment 2024
Public health, Imperial County, California
Richmond City & Henrico County Community Health Assessment 2024
Public health, Richmond City & Henrico County, Virginia
Maryland State Health Assessment 2024
Public health, Maryland statewide
St. Johns County Community Health Assessment 2024
Public health, St. Johns County, Florida
King County 2024/2025 Community Health Needs Assessment
Public health, King County, Washington
Los Angeles County Community Health Equity Improvement Plan 2024-2029
Public health equity, Los Angeles County, California
Minnesota Statewide Health Assessment 2024
Public health, Minnesota statewide
Minnesota Statewide Health Assessment 2024
Public health, Minnesota statewide
Los Angeles County Community Health Equity Improvement Plan 2024-2029
Public health equity, Los Angeles County, California
King County 2024/2025 Community Health Needs Assessment
Public health, King County, Washington
St. Johns County Community Health Assessment 2024
Public health, St. Johns County, Florida
Maryland State Health Assessment 2024
Public health, Maryland statewide
Richmond City & Henrico County Community Health Assessment 2024
Public health, Richmond City & Henrico County, Virginia
Imperial County Community Health Assessment 2024
Public health, Imperial County, California
Nonprofit Nexus: State of the Sector
Nonprofit sector, 17 counties across TN/GA/AL
Minnesota Statewide Health Assessment 2024
Public health, Minnesota statewide
Los Angeles County Community Health Equity Improvement Plan 2024-2029
Public health equity, Los Angeles County, California
King County 2024/2025 Community Health Needs Assessment
Public health, King County, Washington
St. Johns County Community Health Assessment 2024
Public health, St. Johns County, Florida
Maryland State Health Assessment 2024
Public health, Maryland statewide
Richmond City & Henrico County Community Health Assessment 2024
Public health, Richmond City & Henrico County, Virginia
Imperial County Community Health Assessment 2024
Public health, Imperial County, California
Nonprofit Nexus: State of the Sector
Nonprofit sector, 17 counties across TN/GA/AL