Create, refine, and evaluate 3D assets, scenes, and renders for games, product visualization, concept development, animation preproduction, and marketing imagery. Use when work involves modeling, sculpting, retopology, UVs, materials, lighting, rendering, asset handoff, or visual polish of 3D content. Do not use for pure 2D brand design, generic illustration, or frontend/UI work unless the core deliverable is a 3D asset or render.
Plan and execute rigorous literature reviews, evidence syntheses, source evaluations, annotated bibliographies, research briefings, and academic-style analysis. Use when work requires scholarly source discovery, methodology-aware evidence review, comparison of studies, transparent inclusion criteria, citation discipline, or synthesis of peer-reviewed and institutional literature. Do not use for generic web browsing, marketing research, or opinion-first content that does not require academic rigor.
Audit, design, and improve digital products for accessibility and inclusive use across web, content, flows, and interface components. Use when work involves WCAG compliance, keyboard access, focus behavior, semantic structure, screen-reader usability, contrast, alt text, accessible forms, error handling, ARIA patterns, or remediation planning. Do not use for generic UI polish if accessibility is not the core concern.
Plan, assess, and improve technology-enabled agriculture systems spanning precision farming, crop monitoring, irrigation, sensing, decision support, farm operations, traceability, and agri-logistics. Use when work involves digital agriculture, climate-smart practices, sensor data, remote sensing, agronomic decision workflows, farm software, or deployment of technology in agricultural operations. Do not use for pure agronomy, policy, or generic logistics advice when technology systems are not central.
Review AI systems and outputs for safety, misuse, reliability, bias, privacy, security, and governance risks. Use when work involves model behavior review, prompt/agent safety, jailbreak resistance, hallucination risk, harmful-output analysis, evaluation design, red-teaming plans, or release-readiness assessments for AI features. Do not use for generic model training or analytics when risk review is not the core objective.
Design, build, and maintain trustworthy analytics models, metrics, semantic layers, and reporting-ready datasets. Use when work involves transforming messy source data into documented, testable, business-aligned models for dashboards, self-serve analytics, KPI definitions, or decision support. Do not use for raw infrastructure engineering or pure ad hoc analysis when the core problem is not analytics data modeling.
Lead animation work from concept through shot planning, animatics, blocking, review, polish, and final delivery. Use when work involves animation direction, motion performance, pacing, shot continuity, review notes, production sequencing, or animation pipeline decisions across 2D, 3D, product motion, or explainer content. Do not use for isolated illustration, static design, or 3D asset creation when motion direction is not the main problem.
Plan and write annual reports that combine strategy, performance, financial context, governance, impact, and forward-looking narrative into a clear stakeholder document. Use when work involves annual summaries for companies, nonprofits, startups, public-interest organizations, or internal business reviews. Do not use for generic blog writing, investor-relations legal advice, or standalone financial statement preparation.