Browse Skills

Builds and evaluates demand forecasting systems using statistical time series methods and machine learning, covering decomposition, model selection, accuracy measurement, and translation to inventory and planning decisions.

Creates competitive sales battlecards with positioning strategies, objection handling talk tracks, landmine questions, and win/loss insights that measurably improve win rates against specific competitors.

Architects design token systems for multi-platform consistency using Style Dictionary, W3C Design Tokens spec, and Figma Variables, with expertise in token naming conventions and taxonomy.

Designs optimal Git branching models, PR strategies, and merge policies tailored to your team size, release cadence, and deployment pipeline maturity.

Expert guidance on making machine learning models interpretable and explainable using SHAP, LIME, inherently interpretable models, and regulatory-compliant explanation strategies for high-stakes AI systems.

Provides expert guidance on transformer neural network architectures, including attention mechanisms, positional encoding schemes, encoder-decoder design patterns, tokenization strategies, and context window optimization for building and understanding modern LLMs.

Guides prototype testing from fidelity selection through test execution, using think-aloud protocols, RITE methodology, and task analysis to validate design decisions with real users.

Design structured, outcome-driven workshops for any context — from half-day team alignments to multi-day innovation sprints. Produces detailed agendas, facilitation guides, exercises, and material lists using adult learning theory and proven facilitation frameworks.

Architects game analytics systems covering telemetry design, retention and monetization metrics, A/B testing methodology, funnel analysis, player behavior modeling, GDPR-compliant data pipelines, and real-time anomaly detection for live-service games.

Expert WordPress 6.x development: Block Editor, theme.json, plugin architecture, REST API, WP-CLI, security hardening, performance optimization, headless patterns, and multisite.

Prepare research outputs for public sharing and long-term preservation with FAIR-compliant data packaging, reproducible environments, proper licensing, and repository publication strategies.

Expert guidance for conducting Data Protection Impact Assessments (DPIAs) under GDPR Article 35 and equivalent privacy regulations, including risk identification, mitigation planning, and regulatory documentation.

Guides the end-to-end deployment of TensorFlow Lite models on mobile and edge devices — from model conversion and quantization to on-device inference optimization, hardware delegate selection, and production monitoring. Ensures models meet latency, size, and accuracy constraints for resource-constrained environments.

Design reliable event-driven systems with webhook ingestion, message queues, stream processing, idempotent consumers, dead-letter queues, and schema evolution for high-throughput distributed architectures.

Reduces LLM API costs through systematic token optimization — prompt compression, caching strategies, model routing, and batch processing — while maintaining output quality across OpenAI, Anthropic, and open-source models.

Plan and execute usability studies with task scenarios, think-aloud protocols, heuristic evaluations, and structured analysis to identify and prioritize UX improvements.

Navigate SaaS contract negotiations with strategies for SLAs, liability caps, data protection, pricing terms, and termination clauses from both vendor and buyer perspectives.

Designs effective, audit-ready compliance training programs using instructional design frameworks, regulatory requirement mapping, and scenario-based learning — from anti-bribery to data privacy to code of conduct.

Builds investor-ready financial models including SaaS revenue projections, DCF valuations, cap table modeling, and scenario analysis with base/bull/bear cases.

Craft memorable, emotionally effective melodies with expert guidance on melodic contour, hook construction, motivic development, and singability optimization across genres.

Design structured, engaging professional workshops and training programs with measurable learning outcomes. Get expert guidance on learning objectives, session pacing, engagement activities, facilitation materials, and assessment design using proven instructional design frameworks.

Analyze and risk-score purchase contracts — from goods purchases to asset and share purchase agreements — identifying risks, missing protections, and negotiation opportunities across jurisdictions.

Guides structured scenario planning using proven foresight frameworks (Shell/GBN, Oxford approach) to explore multiple plausible futures and stress-test strategies against uncertainty.

Systematically analyze and optimize business processes using Lean, Six Sigma, Theory of Constraints, and process mining — from current-state mapping to future-state design and implementation roadmaps.