· marcrooselerpllc.com
AI SYSTEMS EVALUATION • RED TEAMING •
QUALITY ASSURANCE • TECHNICAL VALIDATION
AI systems evaluator and quality-assurance professional combining 31 years of U.S. Army service with hands-on governance of a multi-platform digital and AI-assisted ecosystem. Evaluate large language models and AI workflows for instruction adherence, factual consistency, safety, edge cases, and operational defects. Establish acceptance criteria, document findings, independently validate corrective actions, and coordinate specialized AI executors across production-oriented environments.
1989–2021 | 31 years of service
Managed annual training and readiness activities for 270+ personnel and oversaw more than $2.5 million in training and resources within high-accountability environments.
Evaluated records, procedures, training requirements, and operational documentation against established standards; identified deficiencies, documented findings, and drove corrective action through validation.
Marcrooseler Presents LLC (MPLLC) — Founder, Systems & Ecosystem Architect
Direct and evaluate AI-assisted execution across multiple specialized LLMs and AI executors, establishing explicit permissions, operational boundaries, acceptance criteria, validation gates, evidence requirements, and corrective actions.
Deliberately challenge system assumptions and outputs to expose defects before acceptance or production use; distinguish claimed success from evidence-backed success through independent validation.
EDUCATION & ADDITIONAL TRAINING
Associate Degree, Liberal Arts and Sciences — New York City College of Technology, CUNY, 2015
135+ college credits including science, food science, social media marketing, and data-related coursework • Practical Nursing Diploma • Extensive U.S. Army professional military, medical, operational, QA, and technical training
Certification history
CURRENT
Certified ScrumMaster® (CSM)
Valid through February 2027
PREVIOUSLY EARNED
CompTIA Security+ — 2022
CompTIA Network+ — 2024
CompTIA Server+ — 2024
TECHNICAL COMPETENCIES
Cybersecurity fundamentals • Threat & risk analysis • Network security • Access control • Technical documentation • AI prompting & evaluation
Download Résumé (DOCX)
Marcrooseler Sylla
AI SYSTEMS EVALUATION • RED TEAMING • QUALITY ASSURANCE • TECHNICAL VALIDATION
Veteran. Operator. Builder. Evaluator.
About
AI systems evaluator and quality-assurance professional combining 31 years of U.S. Army service with hands-on governance of a multi-platform digital and AI-assisted ecosystem. Evaluate large language models and AI workflows for instruction adherence, factual consistency, safety, edge cases, and operational defects. Establish acceptance criteria, document findings, independently validate corrective actions, and coordinate specialized AI executors across production-oriented environments.
Selected projects
theMoAB.org, CommunityQuarters.org, LoveToTheWorld.com, PlanitEarth.com, and AfricaMade.Africa.
Experience
2020 – Present, Marcrooseler Presents LLC. Scrum / Agile workflow coordination.
Contact
New York / Orlando / Remote Worldwide