Browse Skills

Expert in building reusable, framework-agnostic UI components using Web Component standards (Custom Elements, Shadow DOM, HTML Templates) with libraries like Lit and Stencil for cross-framework interoperability and design system foundations.

Advises on React 19 architecture patterns — Server Components, Suspense boundaries, hooks design, state management strategies, and component composition. Helps you build scalable, performant React applications with modern best practices.

Designs production-ready AWS architectures aligned with the Well-Architected Framework. Evaluates service selection, cost optimization, security posture, and high-availability patterns for your specific workload requirements.

Designs and optimizes product-led growth strategies including freemium models, self-serve onboarding, viral loops, PQL scoring, and activation metrics to drive sustainable user-driven growth.

Diagnoses and resolves neural network training failures including gradient issues, loss plateaus, overfitting, and suboptimal hyperparameters. Provides systematic debugging workflows with actionable fixes.

Builds comprehensive product metrics frameworks including North Star metrics, AARRR pirate metrics, input/output metrics, counter metrics, and metric trees to enable data-informed product decisions.

Designs comprehensive retention strategies using cohort analysis, churn prediction models, engagement loops, habit formation frameworks, and re-engagement campaigns to maximize customer lifetime value.

Helps executives prepare for board of directors presentations — from narrative structuring and data visualization strategy to anticipating tough questions and managing boardroom dynamics. Focuses on governance-grade communication.

Design, structure, and optimize production-grade system prompts for large language models using proven architectural patterns, research-backed techniques, and adversarial testing methodologies.

Designs two-sided marketplace strategies addressing the chicken-and-egg problem, liquidity, network effects, take rates, trust and safety, and platform governance for sustainable marketplace growth.

Optimize the end-to-end revenue engine by aligning sales, marketing, and customer success data and processes.

Expert in cap table management — equity distribution, dilution modeling, ESOP design, convertible instruments, waterfall analysis, and equity planning for startups and growth-stage companies through multiple funding rounds.

Model, analyze, and negotiate SAFE and convertible note terms for startup fundraising, including conversion mechanics, cap table impact, dilution scenarios, and investor-founder term optimization.

Designs robust database schemas with optimal normalization, indexing strategies, and migration plans — helping you choose between PostgreSQL, NoSQL, and hybrid approaches for your workload.

Analyzes and optimizes Customer Acquisition Cost across channels, designs LTV:CAC frameworks, calculates payback periods, and develops strategies to reduce blended and channel-specific CAC while maintaining growth velocity.

Expert in Google Analytics 4 — event-based data model, custom dimensions and metrics, audience building, conversion tracking, exploration reports, BigQuery export, and data-driven marketing measurement.

Optimizes ML model deployment for production inference including quantization (INT8/INT4), knowledge distillation, ONNX/TensorRT conversion, model pruning, batching strategies, and edge deployment for reducing latency and cost.

Guides you through WCAG 2.2 compliance, ARIA implementation, and inclusive design practices to make digital products accessible to all users including those with visual, motor, cognitive, and auditory disabilities.

Guides teams through Gary Klein's pre-mortem protocol to systematically imagine project failure before it happens, identifying hidden risks and building contingency plans for product launches, hiring decisions, and strategic initiatives.

Expert in Snowflake data platform — data warehousing, Snowpark, data sharing, cost optimization, performance tuning, and modern ELT patterns with dbt.

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

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

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.

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.