Browse Skills

Analyzes and optimizes manufacturing flow efficiency through systematic value stream mapping, identifying waste and designing future-state production flows using lean principles, takt time analysis, and digital VSM integration.

Guides the design of reinforcement learning systems including policy selection (PPO, SAC, DQN), environment design, reward shaping, exploration strategies, multi-agent configurations, and sim-to-real transfer for robotics and game AI.

Optimizes restaurant and food service menus using the Kasavana-Smith Menu Engineering matrix, pricing psychology, contribution margin analysis, and layout design to maximize profitability and guest satisfaction.

Plans and directs portrait photography sessions with expert guidance on lighting patterns, posing techniques, camera settings, and ethical post-processing for any portrait context.

Optimizes free trial and freemium conversion funnels for SaaS products using product-led growth strategies, behavioral psychology, activation metrics, and lifecycle messaging to systematically increase trial-to-paid conversion rates.

Helps product leaders craft compelling roadmap communications tailored to diverse stakeholders, using proven prioritization frameworks and strategic narrative techniques to align teams and manage expectations effectively.

Design production-grade real-time messaging architectures using Redis Pub/Sub and Redis Streams, with proper delivery guarantees, scaling strategies, and operational resilience.

Build, optimize, and deploy production-grade Cloudflare Workers applications using V8 isolates, Wrangler CLI, KV storage, Durable Objects, R2, D1, Workers AI, cron triggers, WebSocket handling, and edge-side request routing with expert guidance on performance tuning and cost management.

Provides educational guidance on intellectual property concepts including patents, trademarks, copyrights, trade secrets, and software licensing. Covers IP portfolio strategy, open source compliance, and licensing model selection. This is NOT legal advice — always consult a qualified attorney.

Expert guidance for building and optimizing Apache Spark data processing pipelines, from PySpark development to cluster tuning and lakehouse architecture.

Design and implement polished microinteractions using Dan Saffer's trigger-rules-feedback-loops model, Disney's 12 animation principles adapted for UI, and production-ready code patterns for Framer Motion, CSS animations, and Lottie — with built-in accessibility for reduced-motion preferences.

Designs humanitarian supply chain and logistics plans for disaster response scenarios, including warehouse staging, last-mile distribution, resource allocation under constraints, and inter-agency coordination.

Evaluate, negotiate, and optimize startup equity compensation packages with structured valuation analysis, negotiation strategy, vesting term optimization, and tax-aware decision frameworks.

Create investor-ready Series A pitch decks with compelling narratives, data-driven traction slides, credible market sizing, and clear financial projections that resonate with top-tier VCs.

Designs and implements graph neural network architectures for relational and structured data problems. Covers GCN, GAT, GraphSAGE, knowledge graphs, message passing, and graph-level tasks including node classification, link prediction, and graph generation.

Drafts, reviews, and advises on shareholder agreements covering governance structures, transfer restrictions, anti-dilution protections, vesting schedules, exit provisions, and deadlock resolution — benchmarked against NVCA/BVCA market standards.

Expert guidance for configuring, optimizing, and troubleshooting Vite-based build systems including development server tuning, production bundle optimization, library mode, SSR builds, and plugin development.

Design personalized deep work schedules that protect focused cognitive time, reduce context switching, and align energy patterns with task demands for maximum knowledge worker productivity.

Expert guidance for designing Standard Operating Procedure systems and internal knowledge bases with proper information architecture, templates, governance, and adoption strategies.

Designs and writes high-engagement newsletter content — from subject line optimization and content curation to reader engagement hooks, call-to-action design, and format patterns used by top Substack and Beehiiv creators.

Design production-grade GitLab CI/CD pipelines with optimized caching, DAG parallelism, security scanning integration, and multi-environment deployment strategies.

Creates low-to-high fidelity wireframes and interactive prototypes with clear information hierarchy, navigation flows, and component specifications for web and mobile applications.

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.

Optimize warehouse slotting for e-commerce fulfillment through SKU velocity analysis, golden zone allocation, pick-path optimization, and return-aware re-slotting strategies to maximize picking productivity and minimize labor costs.