Computerized tools to collaboratively generate queries to access in-situ predictive data models in a networked computing platform

An apparatus comprising:

• a memory including executable instructions;
• and
• a processor, responsive to executing the instructions, is configured to:
• transmit data from a collaborative dataset platform to a first computing device configured to generate a predictive data model when received, the predictive data model being generated using a model generator configured to apply one or more algorithms to generate the predictive data model;
• activate a query engine responsive to a query request to execute an instruction, the query request including data identifying one or more parameters, a dataset stored in memory at the collaborative dataset platform, and the predictive data model;
• receive serialized model data as a serialized version of the predictive data model;
• apply a subset of the dataset based on the one or more parameters as input to the predictive data model to perform a function;
• generate resultant data of the query request based on the function, the resultant data being generated as an output of the predictive data model performing the function on the subset of the dataset, and the resultant data being generated responsive to the query request;
• and
• store the resultant data as another dataset in a repository linked to a project data arrangement that includes project-related data including the query request, the resultant data being stored as a link to a graph and configured to be accessible in response to another query.