Research areas:• Generative vision transformers• Denoising Diffusion Probabilistic Models• Covariate Drift Detection• AI model calibration

Research areas:• Zero shot signal decomposition using deep learning• Semantic segmentation of overhead imagery using machine and deep learning • Compressive-sensing• Automated cross-over filter design and phase restoration • Domain adaptation for deep learning • Adaptive controls for additive manufacturing • Multi-objective optimization methods

• Responsible for developing and deploying new algorithms in the areas of active noise control (ANC) and active sound design. These development efforts in broadband ANC systems resulted in launching the world’s first broadband ANC system deployed in passenger vehicles. • Led R&D efforts in: analysis tools and simulation environments for algorithm testing and development, applied optimization methods, automated tuning, and dynamic stability control methods. • Responsible for selecting… Show more • Responsible for developing and deploying new algorithms in the areas of active noise control (ANC) and active sound design. These development efforts in broadband ANC systems resulted in launching the world’s first broadband ANC system deployed in passenger vehicles. • Led R&D efforts in: analysis tools and simulation environments for algorithm testing and development, applied optimization methods, automated tuning, and dynamic stability control methods. • Responsible for selecting and evaluating system components (speakers, microphones, amps, accelerometers, etc.) for optimal audio, voice recognition, and narrowband + broadband ANC performance. • Collaborated with cross functional teams in validating new ANC and sound enhancement algorithms, and designing new tuning tools for internal and external customers. Show less

• Managed a team of six engineers and one technician that supported active sound management activities in nine different countries for 20 different OEMS globally.• Assisted in developing a business framework including a RASIC, man hour estimates, bill of materials, training materials, and visual project management tools. • Hired and trained engineers in four different countries helping influence the growth of the global HALOsonic team to quadruple in size and triple in revenue in a span… Show more • Managed a team of six engineers and one technician that supported active sound management activities in nine different countries for 20 different OEMS globally.• Assisted in developing a business framework including a RASIC, man hour estimates, bill of materials, training materials, and visual project management tools. • Hired and trained engineers in four different countries helping influence the growth of the global HALOsonic team to quadruple in size and triple in revenue in a span of less than three years. Show less

• Collaborated with sales, software, hardware, and DSP engineers in building 12 demonstrator vehicles for OEMS globally that showcased narrowband + broadband ANC, and internal + external sound synthesis technologies. Responsible for algorithm tuning, objective and subjective evaluations, and customer demonstrations.• Collaborated with cross functional engineering teams in testing and validating narrowband ANC algorithms when ported to different ADI DSPs: SHARC (floating-point), and SigmaDSP… Show more • Collaborated with sales, software, hardware, and DSP engineers in building 12 demonstrator vehicles for OEMS globally that showcased narrowband + broadband ANC, and internal + external sound synthesis technologies. Responsible for algorithm tuning, objective and subjective evaluations, and customer demonstrations.• Collaborated with cross functional engineering teams in testing and validating narrowband ANC algorithms when ported to different ADI DSPs: SHARC (floating-point), and SigmaDSP (fixed-point). • Created technical documentation for ANC tuning processes and tuning tool interfaces. • Technical lead in N. America for broadband ANC system development and application. Show less

• Lead researcher in aero-acoustics and vibro-acoustics; created new standard analysis and test methods for prototype evaluation.• Created test plans for exhaust system evaluations.• Created and correlated 1D acoustic prediction models for as many as five development programs simultaneously.• Created prototype drawings and reviewed manufacturing prints for design release with product launches in three different continents.• Consultant for OEMs in optimal exhaust system design… Show more • Lead researcher in aero-acoustics and vibro-acoustics; created new standard analysis and test methods for prototype evaluation.• Created test plans for exhaust system evaluations.• Created and correlated 1D acoustic prediction models for as many as five development programs simultaneously.• Created prototype drawings and reviewed manufacturing prints for design release with product launches in three different continents.• Consultant for OEMs in optimal exhaust system design for noise and vibration control prior to RFQs. Show less

• Responsible for the creation of all lecture curricula, administering labs, creating exams, and grading for 200 level Applied Thermodynamics with a class size of 10 students.

Tutored undergraduate students in a wide array of courses for the Mechanical Engineering Technology and Intercollegiate Athletic Departments. These courses included: Statics & Dynamics, Mechanics of Materials, Manufacturing Processes, Thermodynamics, Calculus I & II, Pre-calculus, Algebra, and Trigonometry

Taught and administered four lab sections, 60 students total, of 200 level Mechanics of Materials. Responsible for lab preparation, supplemental teaching linked to the lectures, graded lab reports, and created new projects that challenged students to think critically and go beyond their course curricula to solve industry relevant problems.

Created and implemented various tooling concepts in the Assembly & Test Support Group at the Peebles Test Operation (PTO) facility. These designs were used in Large and Mixed Model Engine Production and Assembly.

Co-authored and performed calibration procedures for various transducers and amplifiers. Assisted in data acquisition for aircraft ground vibration tests and modal tests. Fabricated test support equipment using CNC machines and lathes.