Hi, I’m Peter Schuler, a AI Quality Analyst, LLM Trainer, and college‑level writing professor with 10+ years of experience bridging human communication and artificial intelligence. I design prompts, evaluate models, and build scalable QA workflows to boost large language model performance. I lead quality initiatives across high‑impact AI training programs and mentor distributed teams to deliver consistent, high‑quality outputs. I fuse writing, rhetoric, and instructional design with hands‑on AI system work to ensure outputs are clear, useful, and human‑centered. I’ve contributed to the development of 100,000+ annotated data assets and routinely apply rigorous evaluation standards to complex datasets. My work blends practical communication skills with technical rigor, helping teams solve real world problems while keeping outputs approachable and responsible for human users.

Peter Schuler

Hi, I’m Peter Schuler, a AI Quality Analyst, LLM Trainer, and college‑level writing professor with 10+ years of experience bridging human communication and artificial intelligence. I design prompts, evaluate models, and build scalable QA workflows to boost large language model performance. I lead quality initiatives across high‑impact AI training programs and mentor distributed teams to deliver consistent, high‑quality outputs. I fuse writing, rhetoric, and instructional design with hands‑on AI system work to ensure outputs are clear, useful, and human‑centered. I’ve contributed to the development of 100,000+ annotated data assets and routinely apply rigorous evaluation standards to complex datasets. My work blends practical communication skills with technical rigor, helping teams solve real world problems while keeping outputs approachable and responsible for human users.

Available to hire

Hi, I’m Peter Schuler, a AI Quality Analyst, LLM Trainer, and college‑level writing professor with 10+ years of experience bridging human communication and artificial intelligence. I design prompts, evaluate models, and build scalable QA workflows to boost large language model performance. I lead quality initiatives across high‑impact AI training programs and mentor distributed teams to deliver consistent, high‑quality outputs. I fuse writing, rhetoric, and instructional design with hands‑on AI system work to ensure outputs are clear, useful, and human‑centered.

I’ve contributed to the development of 100,000+ annotated data assets and routinely apply rigorous evaluation standards to complex datasets. My work blends practical communication skills with technical rigor, helping teams solve real world problems while keeping outputs approachable and responsible for human users.

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Work Experience

AI Campaign Reviewer (Contract) at Handshake
November 1, 2025 - Present
Evaluate and refine complex prompt-based workflows for large language models, improving clarity, realism, and real-world applicability. Provide targeted feedback on prompts and outputs to enhance model performance and alignment.
Quality Control Analyst at International Digital Centre
January 1, 2021 - Present
Perform linguistic and technical QA on subtitles, captions, and dubbing for major streaming platforms; ensure localization accuracy, cultural nuance across international content; identify and resolve audio, video, and text inconsistencies under strict delivery standards.
AI Quality Analyst & Annotation Reviewer at Invisible Technologies
April 1, 2024 - November 1, 2025
Led quality assurance across large-scale LLM training initiatives, including multimodal and text-based systems. Designed and implemented evaluation standards used across distributed annotation teams. Improved model performance by identifying recurring reasoning, factual, and alignment errors. Mentored and calibrated global teams, ensuring consistency across high-volume production.
Advanced AI Data Trainer at Invisible Technologies
November 1, 2022 - April 1, 2024
Created and evaluated training data to improve LLM performance, focusing on clarity, coherence, and contextual accuracy. Conducted edge-case testing to uncover model weaknesses and inform iterative improvements. Applied prompt-design strategies to reduce inconsistencies and enhance output reliability. Contributed to large-scale AI deployments through structured feedback and content refinement.
Composition & Writing Professor at Mt. San Jacinto College
January 1, 2017 - Present
Design and teach college-level courses in composition, research writing, and critical thinking. Develop curricula aligned with California Title 5 and distance education standards. Integrate AI tools into coursework to improve student outcomes and digital literacy. Guide students through the full writing cycle, from idea generation to revision, emphasizing clarity, argument development, and inclusive, highly engaged learning environments.
Quality Control Analyst (Freelance) at International Digital Centre
January 1, 2021 - Present
Perform linguistic and technical QA on subtitles, captions, and dubbing for major streaming platforms. Ensure localization accuracy, formatting, and cultural nuance across international content. Identify and resolve audio, video, and text inconsistencies under strict delivery standards.

Education

Master of Fine Arts at California State University, San Bernardino
January 11, 2030 - April 20, 2026
Master of Arts at California State University, San Bernardino
January 11, 2030 - April 20, 2026
Master of Fine Arts (MFA), Creative Writing at California State University, San Bernardino
January 11, 2030 - April 20, 2026
Master of Arts, English / Writing / Communication at California State University, San Bernardino
January 11, 2030 - April 20, 2026

Qualifications

Add your qualifications or awards here.

Industry Experience

Education, Professional Services, Software & Internet, Media & Entertainment, Other