Utilizing the latest in Machine Learning and AI, SpecPro delivers cutting edge predictive modeling, cluster modeling, and natural language processing through our expert team of Data Scientists.
Examples of completed projects include:
UTILITIES CONDITION INDEX PREDICTIVE MODEL
Utilizing Neural Networks and Random Forest Regression algorithms, this model predicts the condition of previously un-rated assets within the Air Forces Utilities Portfolio, decreasing prediction accuracy over 85% from previous methods.
DORMITORY CONDITION FUTURE FORECAST MODEL
With an Air Force focus on increased Dorm Portfolio investment into the future, this 1st-of-its-kind model combine historic investment trends with regression algorithms to allow the team to run myriad sensitivity analyses and visualize the state of the portfolio at various times and investment levels.
PROJECT PRIORITIZATION SIMPLIFICATION
Saving Airmen at each individual base over 60% of time documenting needed projects, this model implemented various regression, clustering, and neural network models to trim down needed information from 50+ datapoints to under 5 without losing any capability.
CLIMATE & RESILIANCE PROJECT IDENTIFICATION NLP MODEL
This Natural Language Processing model utilizes the SpecPro built Climate and Resilience project list, currently the only comprehensive list of its kind within DAF, to identify key words, phrases, and language in order to identify other potential Climate or Resilience projects within other datasets.
Full service Machine Learning, Modeling, and Predicting capabilities also include:
- Collaborative working sessions with the end client to make sure each project meets its desired goal.
- Iterative reviews throughout development.
- Industry leading peer review process ensuring final result quality.
- Post delivery documentation, training, and reporting.