I'm Fredric William Cole, an AI systems architect and education-technology innovator with 15+ years of experience designing intelligent learning platforms, building AI-driven workflows, and modernizing digital education systems across universities, corporations, and global training environments. I blend hands-on AI engineering—OpenAI API development, model orchestration, NLP workflows, and JSON schema design—with deep instructional design and large-scale program leadership to deliver production-ready learning technologies that scale.

Fredric William Cole

I'm Fredric William Cole, an AI systems architect and education-technology innovator with 15+ years of experience designing intelligent learning platforms, building AI-driven workflows, and modernizing digital education systems across universities, corporations, and global training environments. I blend hands-on AI engineering—OpenAI API development, model orchestration, NLP workflows, and JSON schema design—with deep instructional design and large-scale program leadership to deliver production-ready learning technologies that scale.

Available to hire

I’m Fredric William Cole, an AI systems architect and education-technology innovator with 15+ years of experience designing intelligent learning platforms, building AI-driven workflows, and modernizing digital education systems across universities, corporations, and global training environments.

I blend hands-on AI engineering—OpenAI API development, model orchestration, NLP workflows, and JSON schema design—with deep instructional design and large-scale program leadership to deliver production-ready learning technologies that scale.

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Experience Level

Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate

Language

English
Fluent
French
Advanced
Arabic
Advanced

Work Experience

Founder & Lead Architect at Code-Switch AI
January 1, 2024 - Present
Architected the full AI backend in Node/TypeScript using the OpenAI API, including role-context logic (student/teacher), register selection, text transformation operations, grammar-gap extraction pipelines, and structured JSON output. Engineered multi-mode AI functions (rewrite, summarize, explain) with deterministic transformation workflows and robust error handling. Built Moodle LMS integration enabling differentiated student/teacher UI and permissions. Designed UI/UX for comparison views, session history, and multi-output formatting. Conducted model evaluations, refined prompts, implemented metadata tracking, and optimized request efficiency to reduce token consumption. Oversaw MVP lifecycle from architecture to deployment on Replit and Render.
Product Architect & Co-Creator at Pocket Prompt Engineer (PPE)
January 1, 2023 - Present
Designed BAIQL (Behavioral AI Query Logic) framework to standardize high-quality prompt generation across multilingual users. Built full template architecture, including marketing, technical, educational, and operations-based AI workflows. Integrated role-based instructional prompts, metadata tagging, and AI-driven writing improvement systems. Led SBIR/NSF commercialization planning, including technical roadmap, problem–solution definition, market analysis, and investor narratives.
Founder & Director, AI-Driven Education Systems at Bridge Academy
January 1, 2023 - Present
Designed AI-powered tri-lingual curriculum (English/French/Arabic) for online and hybrid education delivery. Built intelligent writing-correction workflows using OpenAI, integrated into Moodle pathways. Constructed Sora-based instructional video production workflows for large-scale course creation. Designed entrepreneurship curriculum enhanced by AI-driven writing tools, digital content generation, and automated assessments. Built full WordPress LMS ecosystem (Elementor, Polylang, Moodle integration) with AI-enhanced learning journeys.
Co-Founder (AI-Assisted Product Architecture) at Contour Scale
January 1, 2023 - December 31, 2023
Utilized AI/LLM systems to generate technical product documents, market research, business models, investor decks, and UX concepts. Developed early concept workflows for automated behavior tracking, digital health interventions, and AI-guided content generation.
Director, Strategic Development & Proposal Engineering at Energende USA LLC
January 1, 2020 - Present
Integrated AI tools into proposal development workflows to accelerate the creation of technical documentation, financial models, and government RFP submissions. Designed multi-year renewable energy commercialization strategies, incorporating AI-supported modeling, forecasting, and optimization. Built operational playbooks, competitive analyses, and investor materials using AI-assisted research and generative modeling.
Director, Training & Learning Systems at Pearson / Al-Rayyan Medical College / Northrop Grumman
January 1, 2008 - December 31, 2018
Led multi-campus learning transformation, redesigning academic programs using digital tools, LMS platforms, and modern instructional frameworks. Built curricula, online courses, assessments, and faculty development programs aligned with accreditation and learning science standards. Implemented technology-enabled learning systems across diverse global environments. Directed program evaluations, performance interventions, and large-scale operational turnaround initiatives. Introduced early AI-assisted tools to streamline content development, evaluations, and program reporting.

Education

Bachelor of Liberal Arts at Columbia University
January 11, 2030 - November 30, 2025

Qualifications

Add your qualifications or awards here.

Industry Experience

Education, Software & Internet, Professional Services, Government, Energy & Utilities, Media & Entertainment
    paper Pocket Prompt Engineer

    Pocket Prompt Engineer (PPE) is an AI-powered writing and prompt-optimization platform designed to help learners, creators, and professionals generate clearer, more effective outputs with structured guidance. As the product architect and co-creator, I built PPE as a multi-language prompt-engineering system capable of transforming rough ideas into high-quality, instruction-ready content through a standardized logic framework.

    At the core of PPE is the BAIQL Engine (Behavioral AI Query Logic)—a structured, modular framework I designed to ensure consistent, high-fidelity responses across a wide range of use cases. The engine applies layered contextual logic, metadata tagging, and role-based transformation rules to convert user intent into optimized AI queries. This creates predictable output quality even for users with limited prompting experience.

    I led the development of PPE’s full template architecture, covering business writing, educational content, marketing, technical documentation, and creative ideation. The platform supports multi-step workflows, multilingual prompt logic, and domain-specific output structures tailored for clarity, accuracy, and ease of execution.

    In addition to technical development, I guided PPE’s SBIR/NSF grant commercialization roadmap—defining the product’s technical scope, user pathways, validation plan, and early-stage market positioning. This included building investor-ready narratives, ROI modeling, competitive analysis, and a multi-year research strategy focused on learning science, AI-assisted writing, and adaptive content generation.

    PPE demonstrates my ability to design AI-driven writing systems, apply structured prompt-engineering methods, and build scalable frameworks that improve user outcomes across educational and professional settings.