Eric Harley Email & Phone Number

New York, Ny, Us

Redwood City, Ca, Us

• Build, structure, and manage the Forecasting, Modeling and Analytics teams.• Lead projects to produce linear television ratings forecasts, media plans optimized towards digital incremental reach, and full cross-channel optimized media plans.• Produce state-of-the-art fully-automated production forecasting services utilizing a combination of off-the shelf ML techniques such as gradient boosting, Bayesian methods and MCMC; and custom models integrated deeply into our mathematical optimization programs.• Personally architect and implement solutions to improve data scientist productivity and application performance, including: a temporal data lake supporting cloud (AWS) and on-premise backends, for discovery and retrieval of models, and data; modular forecasting and retrieval services and APIs; hierarchical event monitoring solution to organize system status and take action.• Interface with linear television broadcasters in support of forecasting and planning systems.

Redwood City, Ca, Us

New York, New York, Us

• Led the Math team.• Provided client-facing support to explain our features and methodologies, and to receive feedback for future improvements.• Created new forecasts and computations, including: demographic and other production KPI forecasts, customized machine learning algorithms to identify useful supply, novel time-dependent lift analysis methodology.• Designed, architected, and built new features and systems including Python-driven cluster evaluation system with Java Spark engine using EMR spot instances; design for new planning system / ad server interface; DSL-like library for defining allocation problems and constraints.

New York, New York, Us

* Led the Segmentation and Valuation team at Videology, developing mathematical models, machine learning models, algorithms, and analyses, for our advertising platform.

New York, New York, Us

Armonk, New York, Ny, Us

• Lead 14nm FinFET epitaxy: developed new epitaxy processes, created and directed epitaxy project plan, made integration recommendations for related modules.• Collaborated with large teams to develop novel processes and IP.• Invented and implemented novel computational solutions for epitaxy process development and manufacturing: -Modular, flexible fit-based automated process control code to combine feedback for epitaxy processes across all technology nodes and epitaxy tools and chambers. -Generalized gas depletion model to predict global and local loading effects of selective epitaxy processes for all products. -Automated processing of top-down SEM images to quantify epitaxy growth characteristics. -Efficient atomistic uHRXRD simulation code to model signals from 2D and 3D array structures. -Inline uHRXRD measurement tool recipe engine for robust automated alignment and fitting. -Improved interpolation, extrapolation, and statistical description of measured wafer maps in the presence of systematic nonuniformities. -Optimization of lamp bank ratios on CVD epitaxy tools to improve temperature uniformity. -2D epitaxial growth front model implementation and extension. -Used Python (numpy / scipy / matplotlib), Matlab, Fortran 95 / 2003, Visual Basic, and others.• Wrote specifications for epitaxy and uXRXRD fab tools and participated in inspections and acceptance testing.• Led 32nm channel epitaxy.• Developed Raman calibration for Si(1-x)Ge(x) composition and relaxation measurements.• Performed detailed uXRD and AFM measurements of epitaxial materials to determine materials quality and calibrate growth models.

• Developed and used new system of calculations for colorimetric (RGB) algorithm determination to read test strips.• Designed experiments for colorimeter, scanner, and test strip evaluation.• Co-coded, performed user interface design for, and developed colorimetric processing and algorithms for C++ application for pool and spa chemical treatment.• Exhibited software at trade shows, performed on-site customer service and troubleshooting.

Leverkusen, North Rhine-Westphalia, De

• Evaluated multiple angle laser light scattering instrument for use in macro-molecule weight and size analysis.

Ph.D., Physics

Ba, Physics, Chemistry