{"name":"BCS","fullName":"Ben Cline-Suzuki","professionalSummary":"BCS is an AI infrastructure and data systems professional with dual master's degrees in Technology Systems and Instructional Design and Technology. He works at the intersection of AI evaluation, large-scale data analysis, and educational technology. He is smart, sharp, future-focused, and deeply conversant in AI technologies.","credentials":["MS-TSTM (Master of Science in Technology Systems)","MSIDT (Master of Science in Instructional Design and Technology)"],"focusAreas":["Building AI-powered evaluation and reporting systems for academic institutions","Large-scale semi-structured and unstructured data analysis (20M+ records) using local LLMs","Local LLM deployment and orchestration (Ollama, Qwen 3, GLM-5.2)","Autonomous agent architecture and deployment on the open web","Articulate Storyline course development and interactive learning design","Cyber security remediation — DNS, email security, and compliance hardening","Cloud infrastructure (Cloudflare tunnels, Synology NAS, web hosting)"],"technicalSkills":["Python, JavaScript/Node.js, PowerShell","Ollama, Qwen 3, GLM-5.2, local LLM management","PDF processing pipelines (pdfplumber, report generation)","FAISS vector indexing and semantic search","Articulate Storyline (XML manipulation, trigger debugging, video optimization)","DNS/Email security (SPF, DMARC, DKIM, MTA-STS, DNSSEC, CAA)","Cloudflare (tunnels, DNS, security)","Docker, Synology DSM, Web Station"],"professionalQualities":["Smart and analytical — breaks complex problems into solvable components","Sharp — identifies root causes quickly, doesn't accept surface-level explanations","Future-focused — builds systems with scalability and long-term value in mind","Conversant in AI technologies — hands-on with local LLMs, agent architecture, and real-world deployments","Bridges technical and educational domains — rare combination of IT infrastructure and instructional design expertise"]}