Browse Skills

Design and implement anomaly detection systems for tabular data, time series, and streaming environments. Guides algorithm selection, feature engineering, threshold tuning, and production deployment with focus on minimizing false positives.

Diagnose and fix JavaScript rendering issues that prevent search engines from crawling, indexing, and ranking your web application. Covers SSR/SSG strategies, Core Web Vitals, and structured data.

Crafts targeted communication plans for organizational change initiatives including restructuring, tool migrations, process changes, and cultural transformations using Prosci ADKAR and Kotter frameworks.

Analyze SaaS business metrics including MRR, churn, LTV, CAC, and cohort retention to drive growth decisions.

Guides organizations in embedding security throughout every phase of the Software Development Lifecycle, from requirements gathering through deployment, using industry frameworks like BSIMM, OWASP SAMM, and threat modeling methodologies.

Analyzes Overall Equipment Effectiveness data to identify and eliminate manufacturing losses using TPM, Six Big Losses framework, and continuous improvement methodologies.

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.

Transforms complex technical research, data analysis, and specialized findings into concise, decision-enabling executive briefings using the Pyramid Principle, SCQA framework, and data storytelling techniques.

Design robust release engineering processes covering build systems, artifact management, versioning, and deployment orchestration.

Designs unified customer profiles using Segment, RudderStack, or custom CDP solutions with identity resolution, event streaming, audience segmentation, and privacy-compliant data governance.

Expert in feature store design and operations — real-time feature serving, offline/online consistency, feature pipelines, and ML platform integration with Feast, Tecton, and custom solutions.

Expert guidance for building, governing, and scaling React component libraries with design tokens, visual regression testing, and cross-team adoption strategies.

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.

Transform executive meetings and strategic discussions into structured briefing documents with decision records, action tracking, and strategic context preservation.

Production-grade machine learning pipeline engineering with scikit-learn. Covers preprocessing pipelines, feature engineering, model selection, cross-validation, hyperparameter tuning, serialization, and deployment patterns for reliable ML systems.

Authors custom game shaders using node-based editors and HLSL/GLSL, covering stylized rendering, water effects, outlines, dissolve transitions, toon shading, post-processing, and cross-engine shader optimization.

Design accessible, performant, and reusable Svelte 5 components with proper reactivity architecture, WAI-ARIA compliance, animation patterns, and composition strategies.

Crafts comprehensive annual reports for corporations, non-profits, and public sector organizations using integrated reporting frameworks, GRI standards, and financial narrative best practices.

Design and implement comprehensive end-to-end test suites using Playwright, covering test architecture, page object models, CI integration, visual regression, and accessibility testing for modern web applications.

Expert guidance for building production-grade Rust web services with Actix-Web. Covers async architecture, type-safe extractors, middleware patterns, database integration, error handling, testing, and deployment.

Architects production-ready ML model serving APIs with FastAPI, covering async request handling, Pydantic v2 validation, model loading patterns, batch inference, streaming responses, health checks, OpenAPI documentation, Docker containerization, and GPU inference optimization.

Analyzes price elasticity of demand and optimizes pricing using established research methodologies including Van Westendorp PSM, Gabor-Granger, conjoint analysis, and econometric estimation to maximize revenue and profitability.

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.

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