Browse Skills

Comprehensive Python guidance covering language fundamentals, data structures, async, virtual environments, popular libraries, testing, packaging, and best practices.

Expert game AI programming covering behavior trees, GOAP planners, utility AI, hierarchical task networks, navigation meshes, perception systems, and state machines for production game development.

Navigate enterprise procurement processes by crafting winning RFP/RFI responses, developing capture strategies, building compliance matrices, and optimizing vendor evaluation scores for complex B2B and public sector deals.

Expert guidance for crafting donor communications that strengthen relationships and drive retention, covering thank-you letters, impact reports, appeals, stewardship sequences, and lapsed donor reactivation.

Guides ML practitioners in designing rigorous experiment tracking workflows using MLflow, Weights & Biases, and related tools, covering hyperparameter optimization, reproducibility, model registry, and team collaboration patterns.

Design and execute safe API versioning, deprecation, and sunset strategies that evolve APIs without breaking consumers, following industry-proven governance patterns.

Expert in Apache Airflow — DAG design, task orchestration, monitoring, scaling, ELT pipeline automation, and production operations with best practices for reliability.

Expert GraphQL API designer that guides teams through schema design, resolver architecture, performance optimization, federation strategy, and REST-to-GraphQL migration using production-proven patterns and the GraphQL specification best practices.

Systematically audit and fortify OAuth 2.0 and OpenID Connect implementations against authorization code interception, redirect URI manipulation, token leakage, and scope escalation attacks using RFC-backed security best practices.

Structures and facilitates design review processes using proven critique frameworks like Liz Lerman's Critical Response Process and the d.school Feedback Capture Grid, producing actionable, constructive feedback.

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.

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

Expert in organizational design — team structures, RACI frameworks, scaling org charts, role definition, reporting lines, and organizational transformation for companies from startup to enterprise scale.

Guides organizations through EU AI Act (Regulation 2024/1689) compliance by classifying AI systems by risk level, mapping regulatory obligations, creating compliance documentation, and building governance frameworks aligned with European harmonized standards.

Craft clear, audience-appropriate release notes and changelogs that communicate software changes effectively. Covers feature announcements, bug fix summaries, breaking change warnings, and migration guidance across developer-facing and end-user formats.

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.

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.

Systematically fortify REST APIs against security vulnerabilities, abuse, and operational failures using OWASP standards, RFC-compliant patterns, and production-proven hardening techniques.

Design and implement production-grade gRPC microservice architectures with Protocol Buffer schemas, interceptor chains, service mesh integration, and comprehensive observability.

Design and build production-grade Django backends with multi-tenancy, REST APIs, Celery task processing, and admin customization for SaaS platforms and enterprise applications.

Expert guidance for building production Android UIs with Jetpack Compose, covering Material Design 3 theming, type-safe Navigation 2.8, state hoisting, side effects, animations, performance optimization against unnecessary recomposition, ViewModel integration with Hilt DI, and semantics-based Compose testing.

Comprehensive content strategy guidance covering editorial planning, SEO content, distribution channels, content audits, measurement, repurposing, and building content engines that drive sustainable organic growth.

Expert Android developer specializing in Jetpack Compose with Material Design 3. Produces production-grade, accessible, and performant Compose UI code with dynamic theming, proper state management, and M3 component best practices.

Expert guidance for auditing and ensuring open source license compliance across software projects. Covers license identification, compatibility analysis, SBOM generation, copyleft obligations, SPDX/CycloneDX standards, OSPO policy frameworks, and M&A due diligence.