Senior Researcher at Click Harmonics, Inc.
Greater Boston Area
Senior Researcher at Click Harmonics, Inc.
Greater Boston Area
Expertise and interest in creating knowledge out of data. Experience at several companies designing systems for predictive modeling, data-mining, tracking, analysis, and reporting. Most at home in smaller, growing companies. Love applying home-grown solutions to non-standard problems. Understand the business requirements as well as the technology.
Conceptual/mathematical as well as down-and-dirty development in MATLAB, SQL, other environments. Able to communicate with research, development, marketing, end users, clients.
(Information Technology and Services industry)
2009 — Present (less than a year)
(Privately Held; 11-50 employees; Internet industry)
January 2008 — October 2008 (10 months)
Design of recommendation systems for online media (music, movies, video, blogs, podcasts, etc.). Development of algorithms and code for user profiling, content scoring, ratings prediction, content selection/matching.
(Privately Held; 1-10 employees; Internet industry)
January 2007 — December 2007 (1 year )
Designed database systems for tracking, analysis, and reporting of e-commerce traffic for over two-dozen merchants.
(Privately Held; 51-200 employees; Computer Software industry)
November 2004 — December 2005 (1 year 2 months)
Custom design/configuration of demand forecasting models for multiple commercial clients. Algorithm refinement/development.
(Public Company; 501-1000 employees; VPRT; Internet industry)
September 2002 — March 2004 (1 year 7 months)
Analysis of e-commerce traffic flow, A/B split testing, shopper return rate vs. shipping late delivery; design/development of recommendation logic and model for intelligent cross-sell system.
(Privately Held; 51-200 employees; Information Technology and Services industry)
June 2000 — June 2002 (2 years 1 month)
Conceived, designed, and prototyped profiling and recommendation systems for application to Internet and cable television browsing/viewing.
(Privately Held; 501-1000 employees; Computer Software industry)
September 1998 — May 2000 (1 year 9 months)
Developed server-side analytical/statistical software in C and OLAP environments.
(Information Technology and Services industry)
1988 — 1998 (10 years )
(Non-Profit; 1001-5000 employees; Defense & Space industry)
June 1988 — September 1998 (10 years 4 months)
Application of learning algorithms to aerospace engineering problems; electrical design; software design
Architecture 2006 — 2006
Sabbatical year
MS, BS , Electrical Engineering & Computer Science , 1991 — 1994
Thesis: "Modeling Unknown Dynamical Systems Using Adaptive Structure Networks"
Draper Laboratory Fellow
BS , Electrical Engineering , 1983 — 1988
Thesis: "A Dedicated Bit-mapped Graphics Display for a Microcontroller"
Additional studies in Biology: Genetics, Biochemistry, Microbiology Lab (also TA), undergraduate research in in vitro gene expression