
Timeline
About me
AI/ML Research Scientist/Engineer at DLH Corporation
Education

University of virginia
1984 - 1988Bachelor of science (b.s.) electrical and computer engineeringActivities and Societies: Vice President Engineering Council Treasurer Engineering Council

The george washington university
2004 - 2008Doctor of science electrical engineering (biomedical)Dissertation: Texture Analysis of Optical Coherence Tomography Images of theUrinary Bladder for the Recognition and Staging of Bladder Cancer

University of california, santa barbara
1993 - 1994Master of science (m.s.) electrical and computer engineering 4,0Thesis: The Totem Process Group Membership and Interface, an implementation of process groups in a fault tolerant multiple ring communications network.
Experience

Electro service italia sr
Jan 1988 - Nov 1989Systems engineerSystems development

Micro system architecturing sri
Dec 1989 - Feb 1991Firware/software engineer and client support• Firmware/software development • Technical customer support

Epson semiconductor gmbh
Sept 1991 - Jul 1993Field application engineerMicrocontroller product championTechnical customer supportSpecifiction of new products

Tandem computers
Sept 1994 - Jul 1996Software designer• Prototype development for online process pair replacement including development of the executable responsible for carrying out the replacement as well as modification of the TCP/IP product to be on-line replaceable. U.S. Patent 6,449,733 was issued for the online process pair replacement project. • Feasibility study of online software replacement along with preparation of corresponding papers, and presentation of findings. The purpose of the study was to consider different methods possible for updating Tandem software without bringing down Tandem systems. • Software development and maintenance for Sysgen and Coup. Sysgen was the program responsible for creating the operating system image loaded when a Tandem system was started. Coup was the program responsible for starting new system devices once the system was already on-line. Show less

Giesecke+devrient
Jan 1998 - Nov 1998Embedded software developer• GSM mask code development for chip cards in cellular telephones• Application development for customer specified applications

3com
Oct 1999 - Jul 2004Senior software developer• Design and development of an LDAP server within the CommWorks Unified Messaging (UM) product, as well as multiple LDAP Clients • Design and development of a Table Redirection Mechanism to allow the UM product to use data stored in external databases instead of the data stored in its own proprietary database without modifying the applications using the data• Development of the interface between UM product and Dialogic's Global Call libraries for ISDN, and E1/T1 • Maintenance of interface between UM product and CommWorks SS7 server• Development of interface between UM product and Nuance's Speech Recognition package • Design and Development of interface between UM product and Loquendo's Speech Recognition package • UNIX shell development to manage installation of UM product on SCO Open Server, UnixWare, and Sun Solaris operating systems • Internal support for installation and use of iPlanet Directory and Messaging servers, and the Nuance Speech Recognition servers Show less

The george washington university
Sept 2004 - May 2005Graduate teaching assistant• Introduction to Digital Signal Processing• Microprocessors: Software, Hardware, and Interfacing• Introduction to Electrical, Computer, and Biomedical Engineering

Aframe digital, inc.
Oct 2008 - Dec 2014Senior research scientist• Principal Investigator for multi-site NIH sponsored SBIR and other research projects:led groups of software engineers, nurses, and aging and technology subject matterexperts; responsible for preparation of all reports submitted to NIH and documentssubmitted for IRB approval• Algorithm development to automatically alert on anomalies based on deviations froman individual’s personal baseline or other risk factors gathered from data provided bymulti-channel biosensors and embedded devices (Matlab)• Firmware development of a mobile wrist monitor including addition of a physicalactivity measure based on my own research (C) United States Patent 9,526,421• Algorithm and firmware development of a fall detection algorithm for a mobile writemonitor (Matlab, C) United States Patent 8,618,930• Feature specification and system design for the AFrame monitoring system Show less

Loudoun international fencing club
Jan 2015 - Jul 2020Business ownerStarted and managed a fencing club offering fencing classes, lessons, camps, and open fencing. Handled all aspects of running the club with the exception of actually teaching fencing.

George washington university
Jun 2015 - Dec 2019Adjunct professor biomedical engineering• Taught Matlab and C Programming with emphasis on their use in biomedicalengineering (embedded systems and data science applications), algorithmdevelopment, and analytics• Developed the courses for the GWU Department of Biomedical Engineering

The catholic university of america
Sept 2015 - Dec 2015Adjunct professor electrical engineeringTaught class in Digital Logic Design

Syndesy technologies inc.
Feb 2017 - Jan 2020Chief technology officer• Involved in start-up of the company – From the beginning solely responsible forspecification, coding, integration, and testing of the firmware• Designed and coded firmware for original device as well as customer specificmodifications (C)• Produced specification and documentation of low-power asset tracker and interfaceto external servers

Dlh corporation
Jan 2020 - Sept 2023Ai/ml research scientist/engineer• Principal Investigator for a medic clinical decision support system to be used at thepoint of injury in combat situationso Responsible for the direction of the project, system architecture, and specificationof system operationo Lead an interdisciplinary team consisting of s/w engineers, data scientists,human factors engineers, combat medics, nurses, and doctorso Responsible for oral and written presentation of the projecto Work closely with the medical SMEs to translate medical knowledge into the filesand rules used by the system, focusing on the logic in the ruleso Work closely with the human factors engineer and GUI designer to plan the userexperience and adjust the design based on user feedbacko Prepared the documentation necessary for the legal team to submit aninternational patent application for the system, submitted December 2022• Associate investigator on a Sleep and COVID-19 Susceptibility and Diagnosis Studyo Analyzed heart rate and activity data from a smartwatch and daily survey data,looking for deviations from baseline as indicators of infection (Matlab) Show less
Licenses & Certifications
- View certificate

Machine learning specialization
Deeplearning.ai, stanford universityFeb 2025 - View certificate

Unsupervised learning, recommenders, reinforcement learning
Deeplearning.ai, stanford universityFeb 2025 - View certificate

Advanced learning algorithms
Deeplearning.aiJan 2025 - View certificate

Supervised machine learning: regression and classification
Deeplearning.ai, stanford universityDec 2024
Languages
- geGerman
- itItalian
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