
Predictive Analytics and Data Mining Expert
San Francisco Bay Area

Predictive Analytics and Data Mining Expert
San Francisco Bay Area
For complete information about Prediction Impact and myself, see www.predictionimpact.com
CRM analytics, predictive analytics, predictive modeling, attrition and response prediction.
(Professional Training & Coaching industry)
March 2008 — Present (1 year 5 months)
(Privately Held; 1-10 employees; Information Technology and Services industry)
August 2003 — Present (6 years)
Predictive analytics and data mining services.
See www.PredictionImpact.com for details.
(Privately Held; 11-50 employees; Computer Software industry)
September 2001 — May 2003 (1 year 9 months)
· Resident scientist leading data mining research
· Project lead/lead designer for an agency-sponsored prototype
· Supervise transfer of data mining technology from research lab
· Writing research publications, research grant proposals, SOWs, whitepapers
· Technical sales (acting systems engineer)
· Lead for IP protection
· Assisted fundraising, including intro to lead investor
(Privately Held; 11-50 employees; Computer Software industry)
December 1999 — April 2001 (1 year 5 months)
Formed and led a team of 20 engineers to design and implement wireless solutions, including the customer profile solution, Preference Management Technology, an early embodiment of conceptual contributions promoted by Sun's Liberty Alliance. Led venture fundraising of $250,000, and assisted in obtaining $2,750,000.
(Educational Institution; 1001-5000 employees; Higher Education industry)
September 1997 — August 2000 (3 years)
· Taught graduate courses on data mining and AI
· Taught intro concepts to non-engineers
· Chaired masters degree admissions (all final decisions)
· Departmental representative to Columbia College
· Advised and supervised student research
· Created/revised undergraduate and graduate curricula
· Recruited/interviewed faculty candidates
· Academic advisor to masters and undergraduate students
KEYWORDS:
data mining
machine learning
data analysis
data analyst
scientist
research manager
data consultant
data modeler
data miner
analytics
statistician
statistics
CRM
customer relationship management
data warehousing
direct marketing
database marketing
segmentation
predictive modeling
ROI
Clustering
neural networks
decision trees
prediction
retention
data warehouse
credit scoring
customer profiling
attrition
churn
risk management
segment migration
training seminar workshop instruction
Ph.D. , Data mining, text mining, predictive analytics , 1991 — 1997
M.S. , Computer science , 1991 — 1993
B.A. , Computer science , 1987 — 1991
Finalist for The Columbia University Presidential Teaching Award, 2000. One of 19 finalists of over 350 nominees. This is Columbia's primary lifetime career teaching award.
Distinguished Faculty Teaching Award for Excellence in Teaching, including Dedication to Undergraduate Students, 1999, Columbia University School of Engineering and Applied Sciences Alumni Association. Awarded to a total of 3 faculty who were nominated by students and selected by alumni and students across 11 university departments. http://www.engineering.columbia.edu/news/archive/fall99/gifted.php
Graduate Teaching Award, 1997, Columbia University, department of computer science. Awarded in recognition of teaching excellence to a Ph.D. candidate.
Department Nominee for AT&T graduate fellowship program, 1995, Columbia University, department of computer science.
Vermont Mathematics Finalist, 1987, 38th Annual American High School Mathematics Examination.