Layton Hayes
Frontend DeveloperLas Vegas, NevadaMember since June 25, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
SRSPMN_dataset_generators
July 14, 2020 – July 14, 2020
code to generate datasets for testing S-RSPMNs
View Projectspn_mnist
March 28, 2019 – March 28, 2019
replication of this paper: https://www.nrl.navy.mil/itd/aic/content/evaluation-sum-product-networks-image-classification-tasks
View ProjectHasu
March 23, 2018 – October 8, 2019
Reinforcement learning in the StarCraft II environment.
View ProjectUGA_CSCI_4370_TP
April 26, 2017 – April 28, 2017
Databases Term Project - RNN Ambient Music Generator
View Projectmusic_generation_AI-master
April 23, 2017 – April 24, 2017
music_generation_AI-master — GitHub repository
View Projectmusic_generation_AI
April 1, 2017 – April 2, 2017
Some experiments in music generation with neural networks
View Projectreinforcement-learning-tests
March 29, 2017 – April 1, 2017
Just some quick scripts to show reinforcement learning concepts
View Projectbptree_and_treemap
March 22, 2017 – March 22, 2017
bptree_and_treemap — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal and academic, heavily focused on Python, machine learning, and data structures. While there is some exposure to frontend technologies (HTML, JavaScript, CSS), the overall project portfolio does not strongly align with a dedicated 'Frontend Developer' role, suggesting a potential mismatch in primary interest and experience. The diversity of projects is good, but the relevance to the target role is limited.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.