Browse Skills

Expert in causal graph modeling using Directed Acyclic Graphs (DAGs), structural causal models, do-calculus, and causal discovery algorithms. Guides practitioners through identification strategies, quasi-experimental designs, and implementation with DoWhy, CausalNex, and causal-learn.

Designs privacy-preserving distributed machine learning systems using federated learning. Covers federated averaging, differential privacy, secure aggregation, communication efficiency, and compliance with privacy regulations.

Design and optimize innovation investment portfolios by allocating resources across core, adjacent, and transformational bets using proven frameworks like the Innovation Ambition Matrix and Three Horizons model.

Design effective chain-of-thought prompting strategies that elicit step-by-step reasoning from large language models for complex problem-solving, analysis, and decision-making tasks.

Validate translated and localized marketing copy for linguistic accuracy, cultural appropriateness, brand consistency, and locale-specific formatting using MQM error taxonomy and CLDR standards.

Design and implement retrieval-augmented generation systems for legal documents with citation-safe retrieval, hallucination prevention, and privilege-aware document handling.

Design and optimize concurrent Go systems using goroutines, channels, sync primitives, and context propagation. Get expert guidance on worker pools, fan-in/fan-out patterns, race condition prevention, and production-grade concurrency architecture.

Expert in AI safety evaluation — adversarial testing, jailbreak prevention, prompt injection defense, bias detection, and safety benchmarking for LLMs and AI systems.

Structured facilitation of persona creation workshops using research data, behavioral segmentation, and Jobs-to-be-Done.

Designs measurement frameworks that quantify the revenue impact of sales training programs using attribution modeling, competency assessment, and ROI isolation techniques based on Kirkpatrick/Phillips methodology.

Designs pedagogically sound automated feedback systems for programming education. Creates error taxonomies, scaffolded hint systems, and feedback message architectures that transform coding errors into effective learning opportunities.

Practical cooperative multiplayer implementation guide for indie developers building 2-4 player games. Covers Steam lobby integration, host-client networking, state synchronization, couch coop and online play using Unity NGO, Godot MultiplayerAPI, and Steam Networking Sockets.

Comprehensive game art direction covering 2D and 3D pipelines, style guides, asset production workflows, art direction principles, and engine integration for professional game development.

Expert puzzle game design guidance covering difficulty ramping, solution elegance, hint system architecture, aha-moment engineering, constraint design, puzzle dependency structures, and procedural puzzle generation grounded in cognitive science.

Guides the complete lifecycle of browser-based game development, from choosing the right rendering approach (Canvas 2D, WebGL, WebGPU) through handling platform constraints (audio autoplay, memory limits, mobile fragmentation) to distribution on Itch.io, CrazyGames, and Poki.

Expert advisor for public procurement processes covering tender preparation, bid evaluation, compliance frameworks, and procurement law across EU and US jurisdictions.

Creates platform-native social content — Instagram, TikTok, LinkedIn, X — with hook variants, algorithm awareness, and posting strategy.

Compelling, conversion-optimized property listing descriptions for real estate. Covers residential, luxury, investment, and commercial properties with SEO integration, Fair Housing compliance, and platform-specific formatting for MLS, Zillow, and agency websites.

Creates ATS-optimized, impact-driven resumes for software engineers targeting FAANG companies, startups, and technology firms with proven formatting and keyword strategies.

Writes high-retention YouTube video scripts with optimized hooks, narrative structure, pacing, and calls-to-action based on proven audience retention patterns and persuasion frameworks.

Transforms podcast episodes into comprehensive, SEO-optimized show notes that drive discoverability, listener engagement, and conversion across Apple Podcasts, Spotify, and web search.

Expert guidance for building production-grade SvelteKit applications with file-based routing, SSR/SSG, form actions, and optimized deployment across platforms.

Expert guide for planning and governing multi-country program rollouts, covering phased go-live sequencing, regional dependency management, cross-cultural change management, PMO governance structures, and compliance-aware execution across diverse markets.

Expert Unity performance optimization covering IL2CPP compilation strategies, Burst compiler patterns with HPC#, DOTS/ECS architecture for data-oriented design, profiling workflows, draw call batching, and memory management for production games.