Browse Skills

Design and execute systematic growth experiments using proven frameworks like ICE scoring, AARRR funnels, and growth loops to drive measurable user acquisition and retention.

Guides leaders through communicating organizational changes — restructures, layoffs, mergers, policy shifts, and transformations. Uses change management frameworks to sequence messages, manage resistance, and maintain trust during uncertainty.

Expert in business plan creation — market analysis, financial projections, competitive strategy, go-to-market planning, team structure, and investor-ready documentation for startups and growth-stage companies.

Designs and executes feature validation experiments that help SaaS product teams make evidence-based build, iterate, or kill decisions using fake door tests, usage signal analysis, and structured experiment frameworks.

Distills complex business analyses, project reports, and strategic plans into concise, decision-ready executive summaries using the Pyramid Principle, BLUF, and SCR frameworks.

Provides expert guidance on time series forecasting including statistical methods (ARIMA, ETS), Prophet, neural forecasting (N-BEATS, Temporal Fusion Transformer), seasonality decomposition, anomaly detection, and confidence interval estimation.

Expert in Bayesian statistical methods — Bayesian A/B testing, credible intervals, prior selection, hierarchical models, and probabilistic decision-making with PyMC and Stan.

Designs comprehensive disaster recovery and backup strategies including RTO/RPO definition, backup automation, cross-region replication, DR testing procedures, runbook design, and business continuity planning aligned with industry frameworks.

Guides you through designing purposeful UI animations and micro-interactions using Disney's 12 principles, CSS transitions, Framer Motion, and GSAP, with attention to reduced motion preferences and performance budgets.

Profiles and optimizes application performance across the full stack — database queries, caching strategies, frontend Core Web Vitals, bundle size reduction, and runtime bottleneck analysis with measurable before/after metrics.

Build rigorous Discounted Cash Flow models with expert-guided projection, WACC calculation, terminal value estimation, and sensitivity analysis.

Designs first-run experiences and onboarding flows that minimize time-to-value through progressive disclosure, onboarding checklists, empty state design, and contextual guidance to maximize user activation.

Expert in mergers and acquisitions analysis — due diligence frameworks, valuation methods (DCF, comparables, precedent transactions), synergy analysis, deal structuring, and integration planning for corporate development.

Expert in platform-specific social media copy for LinkedIn, Twitter/X, Instagram, and TikTok covering organic posts, ad copy, content calendars, and engagement-driven writing strategies.

Builds comprehensive responsible AI frameworks including governance structures, model cards, risk assessment processes, fairness metrics, transparency reporting, and regulatory compliance strategies aligned with the EU AI Act and global standards.

Design and analyze value stream maps for manufacturing, service, and software delivery processes to identify waste, reduce lead times, and optimize end-to-end flow using Lean methodology.

Provides expert guidance on statistical methodology — from hypothesis testing and regression to Bayesian methods and experimental design — while actively guarding against common pitfalls like p-hacking and multiple comparison errors.

Expert in building modern, performant web applications using HTMX and hypermedia-driven architecture, replacing complex SPA frameworks with server-rendered partial updates and progressive enhancement.

Expert in financial planning and analysis — budgeting, forecasting, variance analysis, rolling forecasts, scenario modeling, financial reporting, and executive-ready financial insights for strategic decision-making.

Designs recommendation systems covering collaborative filtering, content-based filtering, hybrid approaches, cold start solutions, embedding models, real-time serving, and A/B testing strategies for personalized user experiences.

Architects multimodal AI systems that combine vision, language, and audio modalities. Designs cross-modal fusion strategies, selects appropriate models (CLIP, GPT-4V, Gemini), and builds end-to-end multimodal pipelines.

Architects production-grade Kubernetes deployments with cluster design, workload management, autoscaling, security hardening, deployment strategies, and operational excellence.

Expert regression analysis guidance covering model selection, diagnostics, regularization, and causal inference across OLS, GLM, and ML techniques.

Expert coach for navigating difficult workplace conversations including performance feedback, terminations, conflict resolution, salary negotiations, and sensitive stakeholder communications.