Forethought A.I.

A.I. Planning

Data Science Consulting


A.I. Planning

  • Forethought Artificial Intelligence Planner
  • Ontology Based using OWL / RDF
  • State Space is an RDF graph
  • Actions are represented as a graph grammar
  • Reinforcement Learning / Markov Decision Process
  • Applications:
    • Workflow Planning
    • Event Monitoring
    • Algorithmic Music Composition

Services

  • Product management and planning using data science features
  • Product architecting using data science features
  • Product implementation using data science features
  • Data Science Research
    1. Literature Search (What has been done before)
    2. Patent Search
    3. Data Science Experiment Design
    4. Data Science Data Preparation
    5. Data Science Experiment Execution
    6. Data Science Results Analysis
    7. Architecting for Model Implementation

Skills

  • Data Science
  • Machine Learning
  • Statistical Modeling
  • Time Series Modeling - Anomaly Detection, Change Point Detection
  • Spatial Modeling
  • Natural Language Processing (NLP) and Text Processing
  • A.I. Planning – Reinforcement Learning, Markov Decision Processes, Bandits
  • Semantic Web – OWL, RDF, SPARQL
  • Big Data – Hadoop, Spark, Hive, Kafka, Hive, Streaming, Cassandra, HBase
  • Graph Databases – Janus, Titan, DSE Graph
  • Programming – Python, R, Scala, Java, C++, C, SQL

David G. Boney

  • Former Chair and Founder of Austin ACM SIGKDD
  • Former Patent Examiner for Artificial Intelligence at USPTO
  • Applied Scientist (Professional Degree), Computer Science, The George Washington University
  • Master of Science, Interdisciplinary Studies, Medicine & Mathematics, Texas Tech University
  • Master of Electrical Engineering, Rice University
  • Graduate Certificate, Applied Statistics, Texas A & M
  • Bachelor of Science, Mathematics, University of Texas at Dallas
  • Bachelor of Professional Studies, Interdisciplinary Music Studies, Berklee College of Music

Contact