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K. Scott Ferguson, Ph.D.


I am a Data & AI Leader with hands-on expertise solving problems with technology and building high-performing teams both in Fortune 500 and startup organizations. Deep interests in computational intelligence; matching experience in global company processes & measures. Built teams/practices/offers around M365 Copilot, Power BI, Power Platform, and ERP & MRP data.


Computational Scientist with interests in NLU, NLP, ML, and AI. Postdoc in NLP at LATL/U. Geneva, Harvard Ph.D. in Linguistics (Syntax, with Comp Ling minor), LSU BS in Computer Science.


Presentations & Community Activities

AI for Energy Workshop Planning Committee, Rice Ken Kennedy Institute Energy HPC Conference. Mar 7, 2024.

AI and ESG - Friend or Foe. Panelist w Trish Uhl, Cynthia Mabrym and Katie Mehnert. ESG Council. Aug 17, 2023.

Power BI Metadata Reporting. Houston Power BI Users Group. Oct 20, 2022.

Rice Ken Kennedy AI & Data Science Conference 2021, Program Committee. Oct 25-26, 2021.

Reusing Power BI Dataflows in Azure Synapse. Houston Power BI Users Group. Jun 17, 2021. Part 1 - Database Setup

Rice Data Science Conference 2020, Program Committee. Oct 26-28, 2020.

Let's Talk Data: Panelist. HEDS Meetup. Houston, TX. Jan 16, 2020.

Data Science from Scratch, Ch 16-17 Logistic Regression, Decision Trees. Katy Data Analytics & Machine Learning Meetup. Katy, TX. Nov 9, 2019.

Rice Data Science Conference 2019, Program Committee. Oct 14-15, 2019.

Data Science from Scratch, Ch 14 Simple Linear Regression. Katy Data Analytics & Machine Learning Meetup. Katy, TX. Sep 21, 2019.

Global AI Night. Microsoft Technology Center, Houston, TX. Sep 5, 2019

  • Session 1: Creating applications that can see, hear, speak or understand - using Microsoft Cognitive Services
  • Session 2: Crash course on building and accelerating deep learning solutions

Data Science from Scratch, Ch 13 Naive Bayes. Katy Data Analytics & Machine Learning Meetup. Katy, TX. Aug 17, 2019

Data Science from Scratch, Ch 8 & 10, Gradient Descent, Working with Data. Katy Data Analytics & Machine Learning Meetup. Katy, TX. Jul 27, 2019

Data Science from Scratch, Ch 6-7 Probability, Hypothesis and Inference. Katy Data Analytics & Machine Learning Meetup. Katy, TX. Jun 15, 2019

Data Science from Scratch, Ch 1-4 Intro, Python, Visualizing Data, Linear Algebra. Katy Data Analytics & Machine Learning Meetup. Katy, TX. May 25, 2019

Chasing the Flagellum: Rare Words for Text Generation (Short Talk). Presented at BBVA (Azlo), Bosch, Discern Dx, Gyant, InQTel, Mya, and Uber in San Francisco Bay Area. Oct/Nov 2018. Chasing the Flagellum

Rice Data Science Conference 2018, Program Committee. Oct 18-19, 2019.

Introduction to NLP: Sentiment Analysis with a Language Model. Katy Machine Learning. Houston, TX. Aug 11, 2018. Talk Materials

Recurrent Neural Nets, Part I (Goodfellow, et al. 2016, Chapter 10 Sequence Modeling, Sections 10.1-10.6). Houston Machine Learning. Houston, TX. Jun 16, 2018.

From Application Servers to Server-less Lambda Functions (Lightning Talk). AIA (Association of Industry Analysts). Houston, TX. Jun 7, 2018.

Big Data/IoT/AI Ecosystem (Panel Moderator). Louisiana IT Symposium. New Orleans, LA. Nov 8, 2017.

Get a Ph.D. and Work in Industry. LSU Undergraduate Research Conference 2012: Excite, Explore, Experiment. Baton Rouge, LA. · Oct 26, 2012


Education

Postdoc (2 Years). Laboratoire d'Analyse et de Technologie du Langage, Université de Genève. Geneva, Switzerland.

Ph.D. & M.A. in Linguistics (Syntax, minor field Computational Linguistics). Harvard University. Cambridge, MA.

B.S. in Computer Science (minor field linguistics). Louisiana State University. Baton Rouge, LA.


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