Davy Walker Collins
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Davy Walker Collins Email & Phone Number

Artificial Intelligence Research Scientist at Radiance Technologies
Location: Auburn, Alabama, United States 9 work roles 3 schools
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Current company
Radiance Technologies
Role
Artificial Intelligence Research Scientist
Location
Auburn, Alabama, United States
Company size
737 employees

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Davy Walker Collins is listed as Artificial Intelligence Research Scientist at Radiance Technologies, a company with 737 employees, based in Auburn, Alabama, United States. AeroLeads shows a matched LinkedIn profile for Davy Walker Collins.

Davy Walker Collins previously worked as Software Engineer at Radiance Technologies and Artifical Intelligence / Machine Learning Intern at Corvid Technologies. Davy Walker Collins holds Master Of Science - Ms, Data Science And Engineering, 3.88 from Auburn University.

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Radiance Technologies

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Profile bio

About Davy Walker Collins

As an Artificial Intelligence Research Scientist, I have explored a range of advanced algorithms across the Deep Learning spectrum. My experience includes working with ResNet, ConvNeXt, and SWIN for real-time video classification, PointNet, PointNet++, Point Cloud Transformer, and Point Transformer for 3D mesh regression, and BERT, MISTRAL, and LLAMA for uncertainty-aware retrieval-augmented generation. This diverse expertise highlights my ability to tackle complex AI challenges.I hold a Master’s in Data Science and Data Engineering, along with dual Bachelor’s degrees in Applied Mathematics and Computer Science, all Summa Cum Laude. My undergraduate honors include the Department of Mathematics and Statistics Outstanding Junior Award and the Dean's Medalist distinction. This solid academic foundation has supported my transition from software development to data science, merging theoretical knowledge with practical skills. With 3 years of combined experience in software development and AI, including roles in various Agile environments, I bring a well-rounded skill set. My background includes collaborating effectively with both small and large teams, iterating quickly, and delivering impactful results.My data science journey began with a project simulating college football commitments, achieving over 50% accuracy in predicting student-athlete choices among 100+ universities. In collaboration with Lawrence Livermore National Laboratory, I led a project on electrocardiogram classification, reaching over 99% accuracy and improving model interpretability. I also developed an innovative uncertainty-aware dynamic thresholding method for time series classification for a Parsons-funded project. Most recently, at Corvid Technologies, I adapted PointNet and PointNet++ for regression tasks involving cloud-level metadata.Specializing in uncertainty-aware autonomous decision-making, I am dedicated to uncovering insights within data. By combining statistical expertise with practical data engineering skills, I aim to provide not only accurate models but also transparent and understandable AI solutions, empowering users to confidently rely on and interpret the insights driving their decisions.

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Davy Walker Collins's current company

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Radiance Technologies
Radiance Technologies
Artificial Intelligence Research Scientist
huntsville, alabama, united states
Website
radiancetech.com
Employees
737
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9 roles

Davy Walker Collins work experience

A career timeline built from the work history available for this profile.

Artifical Intelligence / Machine Learning Intern

Corvid Technologies

Huntsville, Alabama, United States

Optimized FNN prediction for RCS with RayTune and Optuna for hyperparameter tuning and feature selection.Built and unit-tested C++ implementation of PyTorch RCS regressor model using LibTorch module tracing.Presented company-wide cross-training with 70+ attendees on Uncertainty Quantification and Explainable AI.Adapted PointNet for RCS task using points.

May 2024 - Aug 2024

Graduate Research Assistant

Parsons Corporation

Auburn, Alabama, United States

Graduate Research Assistantship with Auburn University, funded by Parsons Corporation.Pioneered Uncertainty-Aware dynamic thresholding method for iterative time series classification, achieving near-perfect accuracy on noisy missile trajectories in minimal time steps with only coordinate data.

Dec 2023 - Aug 2024

Graduate Teaching Assistant

Auburn University

Auburn, Alabama, United States

Educated 300 students in Precalculus through in-class facilitations, office hours, and hand-crafted test reviews.Tutored 100+ students from multiple disciplines in Precalculus, Calculus I-III, Probability and Statistics, and R.Supported Don Logan Endowed Chair in grading Numerical Analysis, including proofs and MATLAB code.

Jun 2023 - May 2024

Undergraduate Research Ambassador

Auburn University

Auburn, Alabama, United States

Marketed research positions to connect students and professors and raise research awareness on Auburn’s campus.

Aug 2022 - May 2023

Undergraduate Research Fellow/Honors Undergraduate Research Fellow

Auburn University

Auburn, Alabama, United States

Predicted the college a football recruit will attend using a support vector machine, and if a recruit will attend a specific college using an ensemble of a perceptron, a decision tree, a nearest centroid classifier, and quadratic discriminant analysis.Presented at the Auburn COSAM Poster Fair and the Auburn Research Symposium. Published in the Auburn.

Jun 2022 - May 2023

Project Lead

Lawrence Livermore National Laboratory

Auburn, Alabama, United States

Senior Design Project for Master of Science in Data Science and Data Engineering at Auburn University, working for Lawrence Livermore National Laboratory.Compared uncertainty estimation for NumPy and PyTorch Python implementations of a robust Gaussian Process approach (MuyGPs) versus Random Forest Variants, K Nearest Neighbors, and a Convolutional Neural.

Aug 2023 - Dec 2023

Database Team Lead

Nasa - National Aeronautics And Space Administration

Auburn, Alabama, United States

Senior Design Project for Bachelor of Science in Computer Science at Auburn University, working for NASA's Alabama CubeSAT Initiative.Refined PostgreSQL database flow, integrating with TypeScript through Prisma for the backend of a Systems Engineering Project Management Website for the Alabama CubeSAT Initiative.Designed the User Interface in Figma using.

Jan 2023 - May 2023

Software Developer

Colsa

Huntsville, Alabama, United States

Ideated and developed 2 RESTful web apps across the full stack in C# with ASP.NET on a rotating Scrum team.Web-scraped restaurant details with Visual Basic for Applications using textual analysis for label classification.

May 2021 - Aug 2021
Team & coworkers

Colleagues at Radiance Technologies

Other employees you can reach at radiancetech.com. View company contacts for 737 employees →

KL Kevin Lamson Kevin Lamson Colleague at Radiance Technologies Dayton, Ohio, United States, United States View → GT Georgia Turner Georgia Turner Colleague at Radiance Technologies Jacksonville, Alabama, United States, United States View → CS Chad Skaggs Chad Skaggs Colleague at Radiance Technologies Huntsville, Alabama, United States, United States View → BB Bill Bailey Bill Bailey Colleague at Radiance Technologies Huntsville, Alabama, United States, United States View → CY Collier Young Collier Young Colleague at Radiance Technologies Toney, Alabama, United States, United States View → LC Luther Clemmons Luther Clemmons Colleague at Radiance Technologies Waldorf, Maryland, United States, United States View → JA Jo Ann Steen Jo Ann Steen Colleague at Radiance Technologies Madison, Alabama, United States, United States View → DW David Weeks David Weeks Colleague at Radiance Technologies Huntsville, Alabama, United States, United States View → AA Andrew Ashdown Andrew Ashdown Colleague at Radiance Technologies Schuylerville, New York, United States, United States View → JW Jason Wachina Jason Wachina Colleague at Radiance Technologies Huntsville, Alabama, United States, United States View →
3 education records

Davy Walker Collins education

Master Of Science - Ms, Data Science And Engineering, 3.88

Auburn University

Activities and Societies: Association for Computing Machinery (ACM), Society for Industrial and Applied Mathematics (SIAM), Data Science.

Bachelor Of Science - Bs, Computer Science, 3.96 | Graduated Summa Cum Laude With University Honors

Auburn University

Activities and Societies: ACM, SAGA, EMERGE Leadership (SPARK Service Leadership Assistant Director; EXPLORE Team Leader), Alabama Rural.

Bachelor Of Science - Bs, Applied Mathematics, 3.96 | Graduated Summa Cum Laude With University Honors

Auburn University

Activities and Societies: SIAM, Data Science Society (Secretary), Mathematics Club, Sports Analytics Club, SAGA, EMERGE Leadership (SPARK.

FAQ

Frequently asked questions about Davy Walker Collins

Quick answers generated from the profile data available on this page.

What company does Davy Walker Collins work for?

Davy Walker Collins works for Radiance Technologies.

What is Davy Walker Collins's role at Radiance Technologies?

Davy Walker Collins is listed as Artificial Intelligence Research Scientist at Radiance Technologies.

Where is Davy Walker Collins based?

Davy Walker Collins is based in Auburn, Alabama, United States while working with Radiance Technologies.

What companies has Davy Walker Collins worked for?

Davy Walker Collins has worked for Radiance Technologies, Corvid Technologies, Parsons Corporation, Auburn University, and Lawrence Livermore National Laboratory.

Who are Davy Walker Collins's colleagues at Radiance Technologies?

Davy Walker Collins's colleagues at Radiance Technologies include Kevin Lamson, Georgia Turner, Chad Skaggs, Bill Bailey, and Collier Young.

How can I contact Davy Walker Collins?

You can use AeroLeads to view verified contact signals for Davy Walker Collins at Radiance Technologies, including work email, phone, and LinkedIn data when available.

What schools did Davy Walker Collins attend?

Davy Walker Collins holds Master Of Science - Ms, Data Science And Engineering, 3.88 from Auburn University.

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