Thomas Boatwright Email & Phone Number

Seattle, Wa, Us

Broomfield, Colorado, Us

• Developed anomaly detection algorithms for internet traffic as part of pilot product and created novel methods to prioritize them • Classified malicious internet actors through machine learning models• Utilized big data tools (Spark, Impala) to find disruptions in large flows of internet traffic through automated workflows

Broomfield, Colorado, Us

Milpitas, California, Us

• Reduced customer nuisance detections by 50% while maintaining high sensitivity by building and applying machine learning classifier algorithm in R • Enhanced the sensitivity of wafer inspection tools on critical customer defects through novel aperture design, ultimately improving throughput by 400%• Developed extensive set of MATLAB and R scripts to analyze data and discover optimal optical parameters for detecting defects on semiconductor wafers• Wrote Python scripts to control imaging hardware and automate data acquisition

Beaverton, Oregon, Us

• Developed and patented new processes to scribe and break substrate materials used in LED packaging, then drove software/hardware improvements to successfully sell first prototype• Increased throughput by 300% by characterizing the basic physics of laser scribing to optimize process conditions

Irvine, Ca, Us

* Developed a method for non-contact microrheology to probe mechanical properties of membranes at the air-water interface in collaboration with a UCLA theory group* Developed analysis software in MATLAB and Mathematica to calculate important material quantities* Produced microrheology results that extended funding to project (~$100K)* Initiated project to observe monolayer folding with fluorescent microscopy and wrote image processing algorithms in MATLAB to quantify motion of material around a fold * First dynamical measurements of a monolayer collapsing in folding mode* Polymerized and cross-linked F-actin filaments to create a quasi-2-dimensional film, and correlated its microscopic dynamics to its measured macroscopic mechanical properties* Implemented image analysis techniques to quantify motion of material, discovering a jerk-like response

Irvine, Ca, Us

• Developed curriculum for a new problem solving based mechanics course (Classical Physics Lab)• Taught courses such as: Labview Skills, Advanced Undergraduate Laboratory, Classical Mechanics and Introduction to Quantum Mechanics

Cleveland, Oh, Us

• Used femtosecond lasers to characterize dye molecules• Modeled and tested a new type of dye-doped polymer laser, working in an inter-departmental collaboration

Columbus, Ohio, Us

• Vacuum deposited metals and organic materials to measure spin-dependent transport properties• Characterized magnetoresistance using a physical property measurement system (PPMS) after cooling with liquid helium

Ph.D., Physics

Master Of Science, Physics

Bse, Engineering Physics

Education record

Machine Learning Through Coursera