Elliot Kelley, Pmp Email & Phone Number

Lexington, Massachusetts, United States

Contribute to technical excellence by providing leadership for machine learning, signal processing, radar, and electronic warfare programs. Bridging the gap between technical teams and customers by facilitating clear dialogue. Optimize budget and staffing allocations for on-time and on-budget execution of programs. Lead capture efforts and proposal writing for new opportunities. • AI/ML Testing and Prototyping Boston Fusion Engine: Lead a team of 6 engineers developing a versatile machine learning testing and training framework indifferent to sensors and algorithms—a software platform designed to support numerous ongoing projects and hasten the evaluation of future machine learning pipeline ideas. Tools: python, PyTorch, TensorFlow, MLFlow, virtual machines, Docker, git Algorithms: ResNet, U-Net, boosted tree classifiers, neural networks, transformers • Signal Decluttering and Anomaly Detection: Benchmarked state-of-the-art radar signal detection and decluttering algorithms for comparison with prototyped ML methods. Demonstrated improved detection performance with reduced false alarms, improving system utilization by reducing time spent investigating false detections. Algorithms: cell averaging-constant false alarm rate, Seq-U-Net, TranAD, GANs

Sensor Exploitation and Tracking Group - Developed cutting-edge machine learning and data processing algorithms for signal extraction/characterization - Demonstrated strong communication skills collaborating with cross-functional teams, contractors, and customers - Passionate D&I advocate - formed employee resource group, collaborated on recruiting/retention strategies - Business development accomplishments: Led proposal efforts resulting in 6 DoD/IC programs over $8M

Woburn, Ma

Sensors Division. Exploitation and Warfare Systems group. Principle Investigator and Program Manager for machine learning/algorithm development, and data analysis projects for DoD and IC customers.

Woburn, Ma

Sensors and Signal Processing Division. Autonomous Systems & Technology Group.

Lexington, Ma

Perform systems analysis in the Intelligence, Surveillance, and Reconnaissance Systems and Architectures Group using MATLAB to determine physics feasibility, deployment integration, and architectural design for the acquisition of new technologies and systems in support of national security. -- Impact of Weather on Radar Performance: Modeled surrogate radar of interest and utilized satellite weather data to predict performance degradation. Mentored two summer interns on the project and published results. “Modeling of Low Grazing Angle Rain and Cloud Loss for Long Stand Off Applications.” 2015 MSS Tri-Service Radar Conference. -- Hyperspectral Chemical Identification: Prototyped hyperspectral detection and false alarm mitigation algorithms in MATLAB and quantified their performance on existing data sets. Developed algorithms and a GUI for assessing detectability of new elements in scenery.

Rochester, New York

Compile multiple 2D microscopy images into a 3D organism model in MatLab. Developed a GUI for biology students to compute statistics on 2D microscopy images.

Lexington, Ma

Prototyped hyperspectral false alarm mitigation algorithms in MATLAB and quantified their performance on existing data sets. Developed algorithms and a GUI for assessing detectability of new elements in scenery.

Rochester, New York

De-interleaved eye tracking videos and calibrated cameras used for tracking eye movements across a scene using MATLAB.

Rome, Ny

Represented critical functions mathematically, identified vulnerabilities and risks, and developed mitigation strategies for assured operation in a contested environment. Utilized formal logic methods to determine validity of the security protocols.