KYD Badge

KYD Self-Check™

Public Report

Developer

Harrison Oliver

Requested By: Harrison Oliver

Organization: Unaffiliated

Date Completed: July 25, 2025 at 12:11 AM

Report ID: ff5a4871-3652-4ae5-a6d7-4fcd26912a8f

KYD Technical™

82/100

Demonstrates robust trust signals with only minor gaps or areas for improvement. Reputation and activity are well established through observed AWS certifications, consistent GitHub contributions showing quality implementations, and detailed LinkedIn work history that aligns with demonstrated skills.

KYD Risk™

Low Risk

Harrison Oliver was not located on any sanctions lists.

KYD AI™ Beta

Minimal

50 of 83 analyzed files contained linguistic patterns suggesting AI generation.

1. Summary Findings

Harrison Oliver is a skilled developer with a strong focus on AWS cloud architecture and full-stack development. His GitHub repositories demonstrate expertise in AWS CDK, serverless architectures, and cloud-native applications, with several well-documented projects showcasing production-ready implementations. He holds AWS certifications (Solutions Architect Associate and Cloud Practitioner) observed through Credly. His LinkedIn profile reveals 3+ years of professional experience as a Cloud Architect and Developer at Simplify'd, with additional experience as a Full Stack Developer at Athlete Squared. His Atlassian activity shows high engagement with 50 recently updated Jira issues, including 20 high-priority tasks. While his Stack Overflow presence is minimal and his GitLab account shows limited activity, his overall profile demonstrates strong technical capabilities in cloud architecture, Python development, and AWS services.

Key Skills Observed

AWS Cloud ArchitecturePythonInfrastructure as Code (CDK)Serverless ComputingDevOpsFull-Stack DevelopmentCI/CD PipelinesDocker/ContainerizationAPI DevelopmentCloud Security

2. KYD Technical™ Signals

The developer trust observation of 82 is based on several objective findings from the trust ledger. Harrison Oliver has established a solid professional presence with observed AWS certifications (Solutions Architect Associate and Cloud Practitioner) through Credly, which provides credible third-party validation of his technical skills. His GitHub repositories demonstrate practical expertise in AWS CDK, serverless architectures, and cloud-native applications, with several well-documented projects showing production-ready implementations. His LinkedIn profile reveals 3+ years of relevant professional experience with detailed descriptions of accomplishments and technical skills that align with his GitHub projects. The Atlassian data shows active engagement with 50 recently updated Jira issues, including 20 high-priority tasks, indicating current professional involvement. While his Stack Overflow presence is minimal and his GitLab account shows limited activity, the strength of his observed credentials, consistent project quality, and professional experience establish a robust foundation of trust.

GitHub

Accessed: Jul 25, 2025
Asilomare

Harrison's GitHub profile reveals a developer with strong expertise in AWS cloud architecture and infrastructure as code. His repositories showcase well-structured projects using AWS CDK, serverless architectures, and containerization. The quality of documentation varies across projects, but several repositories demonstrate production-ready implementations with comprehensive READMEs. His consistent focus on cloud-native applications and infrastructure automation indicates specialized knowledge in modern DevOps practices and cloud architecture patterns.

Account Age

3 years

Demonstrates sustained engagement with the platform since April 2022

Public Repositories

19

Shows active project creation and code sharing

Repository Quality

High

Several repositories show production-ready code with comprehensive documentation

Code Consistency

Strong

Consistent coding patterns and project organization across repositories

AWS Focus

Significant

Multiple repositories demonstrate expertise in AWS services and infrastructure

GitLab

Accessed: Jul 25, 2025
holiver1

Harrison's GitLab profile shows limited engagement, with the account created recently in June 2025. There are no repositories or significant contributions visible, suggesting this platform is not his primary development environment. The basic profile setup and minimal activity indicate he may have created the account for specific project requirements or is in the early stages of expanding his platform presence.

Account Age

1 month

Recently created account with limited platform history

Activity Level

Low

Minimal recent activity indicates this is not a primary development platform

Profile Completeness

Basic

Limited profile information suggests secondary platform usage

Stack Overflow

Accessed: Jul 25, 2025
Harrison Oliver

Harrison's Stack Overflow profile shows minimal engagement with the platform. Created in May 2025, the account has the baseline reputation score of 1 with no questions asked, answers provided, or other contributions. This suggests he may use Stack Overflow primarily as a reference resource rather than actively participating in the community. The lack of activity limits the assessment of his knowledge sharing and problem-solving capabilities in public forums.

Account Age

2 months

Recently created account with limited platform history

Reputation Score

1

Minimal engagement with the platform community

Activity Level

None

No questions, answers or other contributions detected

Atlassian

Accessed: Jul 25, 2025

Harrison's Atlassian activity demonstrates active engagement with project management tools, particularly Jira. He has recently updated 50 issues, including 20 high-priority tasks, indicating significant responsibility in his current projects. While the completion rate is not available, the volume and priority level of his tasks suggest he is trusted with important project components. This activity aligns with his professional profile as a developer working on substantial technical implementations.

Jira Issues Updated Recently

50

Demonstrates active project involvement and task management

High-Priority Tasks

20

Shows responsibility for critical project components

Task Completion Rate

Not Available

Unable to assess efficiency in resolving assigned tasks

Credly

Accessed: Jul 25, 2025
harrison-o

Harrison's Credly profile confirms two AWS certifications that validate his cloud expertise. The AWS Certified Solutions Architect – Associate credential (issued July 2023) demonstrates his ability to design and deploy secure, robust applications on AWS infrastructure. This is complemented by the AWS Certified Cloud Practitioner certification (issued November 2022), which establishes his foundational knowledge of AWS services and architecture principles. These observed credentials align with his project work and professional experience, providing third-party validation of his technical capabilities.

AWS Certified Solutions Architect – Associate

Issued July 2023

Validates ability to design distributed systems on AWS

AWS Certified Cloud Practitioner

Issued November 2022

Confirms fundamental understanding of AWS cloud services

LinkedIn

Accessed: Jul 25, 2025
Harrison Oliver

Harrison's LinkedIn profile presents a comprehensive professional history with over 4 years of relevant experience. Currently a Founder at Know Your Developer and previously a Cloud Architect at Simplify'd for 3 years, his career shows progression and specialization in cloud technologies. His profile lists 17 observed skills primarily focused on AWS services, Python development, and cloud architecture. The detailed work descriptions align with his GitHub projects, showing consistency across his professional narrative. His AWS certifications provide additional credibility to his claimed expertise.

Professional Experience

4+ years

Demonstrates established career progression in software development

Current Role

Founder at Know Your Developer

Shows entrepreneurial initiative and leadership capabilities

Previous Role

Cloud Architect at Simplify'd (3 years)

Indicates substantial experience with cloud architecture and development

Observed Skills

17 skills listed

Comprehensive skill set focused on cloud technologies and development

AWS Certifications

2 observed

Formal validation of cloud expertise through industry-recognized credentials

3. KYD Risk™ Signals

Harrison Oliver was not located on any sanctions lists.

4. KYD AI™ Signals Beta

The KYD AI™ Code Analysis detected AI-generated content in 50 out of 83 analyzed files, representing approximately 60% of the developer's codebase. The findings indicate extensive use of AI for generating code comments and documentation, characterized by textbook-style explanations, overly verbose descriptions of simple operations, and conversational tones addressing the reader directly. The transparency score is Minimal, suggesting the developer has not disclosed or acknowledged AI usage in their code, which raises questions about authorship attribution and accountability for the AI-generated portions.

  • AI usage is primarily concentrated in code comments rather than functional code, with a pattern of textbook-style explanations and unnecessary verbosity
  • Comments often explain obvious operations with phrases like 'This comment is...', 'Here, we will...', and 'As you can see...'
  • Multiple repositories show consistent AI patterns, suggesting regular reliance on AI assistance across projects
  • Documentation in README files shows signs of AI generation, with formal, tutorial-like explanations
  • No explicit disclosures or acknowledgments of AI usage were found in any of the analyzed files
  • The developer appears to use AI primarily for documentation rather than core functionality
  • Code structure and architecture decisions appear to be developer-driven, with AI assistance focused on explanatory content

5. Industry Considerations

Harrison Oliver would be particularly well-suited for cloud-native organizations, especially those leveraging AWS infrastructure. His expertise in serverless architectures, infrastructure as code, and DevOps practices makes him valuable for companies undergoing cloud migration or optimization. Financial technology firms would benefit from his experience with secure API development and authentication systems. His work with document processing and ML integration suggests compatibility with organizations handling large volumes of unstructured data. Healthcare and regulated industries could leverage his understanding of compliance-related implementations. His experience with Athlete Squared demonstrates capability in consumer-facing applications and startup environments. Companies seeking to implement AI-augmented workflows would benefit from his experience with AWS AI services, though they should establish clear guidelines around AI usage transparency.

Report Completed: July 25, 2025 at 12:11 AM UTC

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