Browse Skills

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.

Designs influencer marketing campaigns from creator selection through ROI measurement, covering micro and macro influencer strategies, compliance requirements, and partnership frameworks.

Plan and optimize TikTok Spark Ads campaigns that leverage authentic creator content for brand awareness and conversion, with proper audience targeting, creative testing, and attribution measurement.

Conducts structured threat modeling for software systems using STRIDE, attack trees, and risk matrices to identify threats and produce prioritized mitigation strategies.

Specialist in 2D game environment art covering tileset design, auto-tiling bitmasks, parallax scrolling, level decoration, mood and atmosphere creation, and integration with Tiled, Godot, and Unity.

Creates custom maps, game modes, and total conversions for Source 2 engine games (CS2, Dota 2, Half-Life: Alyx). Covers Hammer editor workflows, VScript (Squirrel) scripting, entity I/O systems, Panorama UI, Lua scripting for Dota 2 Arcade, asset pipeline, and Steam Workshop publishing.

Design optimal debt structures including term loans, revolvers, bonds, and mezzanine financing for corporate needs.

Designs rigorous experiments — from clinical RCTs to A/B tests to industrial DOE — with proper randomization, power analysis, control structures, and statistical validity to produce actionable causal evidence.

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.

Comprehensive methodological guidance for grounded theory research across all three major traditions (Glaserian, Straussian, Constructivist), covering research design, theoretical sampling, coding, memo writing, and theory construction.

Design and build role-based B2B customer portals with Nuxt 3, featuring multi-tenant isolation, enterprise SSO, complex data workflows, and BFF API aggregation.

Transform raw data and insights into compelling narratives using the Minto Pyramid, chart selection frameworks, and audience-appropriate storytelling. Turn numbers into decisions.

Expert point-and-click adventure game design guidance covering puzzle dependency charts, dialogue tree architecture, environmental storytelling, inventory design, the three-clue rule, state management, and narrative funnel techniques from the genre renaissance.

Systematically analyze interview transcripts using established qualitative research methods — from coding and theme development to actionable insight synthesis for academic, UX, market research, and organizational contexts.

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

Evaluates machine learning models with rigorous methodology and statistical analysis. Covers metrics selection, cross-validation strategies, bias detection, A/B testing, confusion matrices, ROC/AUC analysis, and comprehensive evaluation reporting.

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

Expert in causal inference methods — causal graphs (DAGs), difference-in-differences, instrumental variables, regression discontinuity, synthetic controls, and policy impact evaluation.

Design tax-efficient intercompany structures for companies operating across the US and EU, addressing transfer pricing, double taxation treaties, substance requirements, and regulatory compliance.

Advanced Claude Code orchestration covering subagent strategies, hook engineering, permission architecture, context economy, headless CI pipelines, and session management for power users.

Design and implement production-grade Azure infrastructure using Terraform with enterprise landing zone patterns, module composition, security hardening, and cost optimization.

Expert Unity multiplayer architecture covering Netcode for GameObjects, Fish-Net, and Mirror frameworks, with guidance on authority models, client-side prediction, relay services, lobby systems, and matchmaking.

Expert guidance for ProcessWire CMS development: selector API, page tree architecture, hook system, module development, and raw PHP templating.

Expert Unreal Engine Blueprint mastery covering visual scripting best practices, Blueprint/C++ interop patterns, nativization, the Gameplay Framework, subsystems, and production-grade Blueprint organization for UE5.