Member of Technical Staff Resume San Jose, CA - Hire IT People

SUMMARY

Data Driven Technologist and Scientist with extensive experience in the high technology industry. Firm understanding of details and big picture thriving on initiating new and novel projects through multi - directional thinking and creativity. Highly focused on problem solving and root cause analysis.
Driven by “why” analysis using effective models, knowledge of mathematics, statistics, chemistry and physics pushing projects through to completion.
Data Analysis and Algorithms Statisti cs Customer Collaborations & Applications Machine Learning and Vision - Prediction
Project Management System Sensors & Diagnostics Mentoring and Management Process & Product Development and Release

PROFESSIONAL EXPERIENCE

Confidential, San Jose, CA

Member of Technical Staff

Responsibilities:

Enhanced process tool performance by establishing machine learning methods for anomaly detection; Sensors, Algorithm Development, Multivariate analysis & regression, Tree regression, decision trees, Machine vision, Instrument control, Matlab, C/C++, and Visual Basic.
Resolved causes of process drift, facilitating product development & release. Launched statistical models and diagnostic methods for process optimization and reduction in down-time.
Devised and patented machine vision & learning systems for video inspection of wafers to ensure fault free processing. Selected sensors, cameras, lenses, developed software with Matlab, Python and C
Invented and drove to product release a novel optical end-of-process detection algorithm and system; multivariate analysis, patented software. Spearheaded and shaped corporate wide endpoint program.
Conceived sensor based machine learning algorithms which resulted in increasing throughput by over 20% at a major customer. Prediction of future performance and applying correction.
Delivered a new fully characterized plasma processing system to customers, ahead of schedule, with 50% improved throughput and process performance, triple time between failure/maintenance.
Pioneered development of systems for processing MEMS, CMOS light sensors, 3DIC; ensured acceptance of equipment with key customers, established a path to majority market share. Devised high throughput systems, conducted effective customer demos employing Statistical Design of Experiments (DOE) methods. Generated models and prediction algorithms of process performance.
Mentored and managed students, interns and new engineers.

Confidential, Upton, NY

Research Associate

Responsibilities:

Modernized analysis of optical spectra from paper-pencil-ruler to computational modeling of spectra from principles of quantum mechanics to ascertain mechanisms of chemical reaction. Regression analysis for fitting experimental data to theory.
Investigated spectroscopy, geometric properties of molecules produced by laser photo-fragmentation, and molecules scattered from surfaces.
Developed techniques for probing these properties: computer & software control of laser, time-series data collection. Designed Time-of-Flight mass spectrometer and electron energy analyzer. Designed a chamber for probing laser-surface interactions.

Confidential, Rochester, NY

Postdoctoral Research Fellow

Studied the dynamics of reactions between ions and molecules as a function of collision and vibration energies, including the formation and fragmentation of solvated metal ion clusters. Developed ion optics and energy analyzers. Designed time-of-flight mass spectrometer for fragmentation studies.
Conceived numerical methods for deconvolution of collision and reaction data from lab to center-of-mass coordinates.

Confidential, Pasadena, CA

Research and Teaching Assistant

Responsibilities:

Probed forces between atoms and molecules using molecular beams. Developed sensitivity analysis of models to experimental observables. Designed quad mass spectrometers for molecular beam scattering, as well hardware, electronics and computer interfacing. Utilized correlation chopper techniques for molecular (neutral) velocity distribution measurements.
Devised quantum mechanical modeling and computation of intermolecular collisions.
Taught and prepared course material in Physical Chemistry and Quantum Mechanics.

We provide IT Staff Augmentation Services!

Member Of Technical Staff Resume

San Jose, CA

We'd love your feedback!

Resume Categories

Client Services

Job Seekers

Visa Sponsorship