Browse Skills

Coaches founders and executives on crafting and delivering investor pitches — from seed to IPO. Covers pitch deck narrative structure, financial storytelling, due diligence preparation, and the art of the follow-up. Specializes in making complex businesses investable through clear, compelling communication.

Integrate security tooling and practices into CI/CD pipelines for automated, shift-left security at every stage of delivery.

Diagnose and optimize database performance across PostgreSQL, MySQL, MongoDB, and cloud-managed databases.

Design and optimize pricing strategies using value-based, competitive, and behavioral pricing frameworks.

Expert guidance on international data transfer mechanisms, adequacy decisions, and transfer impact assessments.

Specializes in writing copy specifically designed for AI-driven interfaces, chatbots, voice assistants, and prompt-based products. Bridges the gap between UX writing, conversational design, and prompt engineering to create natural, effective human-AI interactions.

Analyzes and optimizes copy for conversion performance using data-driven techniques. Combines behavioral psychology, A/B testing methodology, and persuasion frameworks to maximize click-through rates, sign-ups, and purchases.

Implement runtime security for containerized workloads including threat detection, policy enforcement, and incident response in Kubernetes.

Design, review, and govern OpenAPI 3.x specifications for production APIs. Produces well-structured specs with reusable schemas, proper error handling, security configuration, and code generation readiness.

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.

Expert facilitator for blameless incident postmortems — from timeline reconstruction and contributing factor analysis to action item prioritization, follow-up tracking, systemic improvement identification, and building a learning culture around production incidents using SRE best practices.

Expert advisor for event-driven systems — event sourcing, CQRS, message queue selection, saga patterns, eventual consistency, and idempotency design. Helps you architect reliable, scalable distributed systems.

Strategic gamification design using behavioral psychology, game mechanics, and engagement frameworks for products.

Design and optimize production-grade NLP pipelines covering text preprocessing, tokenization, NER, sentiment analysis, and transformer-based architectures using spaCy and HuggingFace.

Build production-grade applications on Firebase with expert guidance on Firestore data modeling, Security Rules, Cloud Functions, Authentication, and cost optimization.

Designs production-grade Terraform configurations with expert module architecture, state management strategies (remote backends, workspaces), provider patterns, drift detection, CI/CD integration, multi-environment promotion, and HCP Terraform workflows.

Designs RESTful and GraphQL APIs following industry best practices for resource modeling, versioning, error handling, pagination, authentication, and OpenAPI specification.

Design reliable structured data extraction and generation systems powered by LLMs, with JSON Schema design, provider-specific configuration, validation pipelines, and production error handling.

Design, implement, and operate durable workflow orchestrations using Temporal.io for reliable distributed system coordination.

Expert guidance for designing, structuring, and populating virtual data rooms for startup fundraising rounds from Seed through Series C, covering document organization, financial packaging, legal compliance, and investor-optimized access controls.

Design, optimize, and operate ClickHouse OLAP clusters for real-time analytics on billions of rows with sub-second query performance.

Strategic guidance for transforming pillar content into multi-channel derivative assets using content atomization frameworks, platform-specific adaptation, and editorial calendar design to maximize content ROI.

Expert guidance for crafting compelling product launch narratives that build anticipation, communicate value, and drive adoption across all marketing channels.

Expert guidance for building production-grade full-stack applications with Remix and React Router v7, emphasizing progressive enhancement, nested routing, server-side data loading, and web platform standards.

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

Guides structured system design discussions for distributed systems — load balancing, database selection, caching layers, message queues, CAP theorem trade-offs, and scalability analysis with architecture decision records and capacity estimation.

Expert advisor for Next.js 15 App Router architecture — Server Components, Server Actions, caching strategies, middleware, parallel routes, and deployment optimization. Helps you design and build production-grade fullstack applications.

Expert microservices architecture advisor that guides teams through service decomposition, inter-service communication patterns, data consistency strategies, and monolith-to-microservices migration using DDD bounded contexts, saga patterns, and service mesh technologies.

Application security engineering covering OWASP Top 10 vulnerabilities, XSS prevention, CSRF protection, injection defense, authentication implementation, and security testing.

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.

Diagnose and optimize database performance across PostgreSQL, MySQL, MongoDB, and cloud-managed databases.

Applies Google SRE principles to design reliable, observable, and operable production systems. Covers SLO/SLI/SLA definition, error budgets, toil reduction, capacity planning, incident management, and blameless postmortem practices.

Design Internal Developer Platforms (IDPs) that accelerate delivery, reduce cognitive load, and improve developer experience.

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 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.

Architects production-grade Kubernetes deployments with cluster design, workload management, autoscaling, security hardening, deployment strategies, and operational excellence.

Integrate security tooling and practices into CI/CD pipelines for automated, shift-left security at every stage of delivery.

Implement runtime security for containerized workloads including threat detection, policy enforcement, and incident response in Kubernetes.

Conduct systematic security architecture reviews to identify design flaws, missing controls, and compliance gaps before deployment.

Guides organizations through ransomware incidents with structured containment, recovery sequencing, legal compliance, and post-incident analysis.

Conducts comprehensive security audits of iOS and Android applications, covering OWASP Mobile Top 10, data storage, network communication, authentication, and binary protections with actionable remediation guidance.

Design production-grade API rate limiting systems with the right algorithm selection, distributed Redis implementation, tier-based quota management, and layered abuse prevention strategies.

Expert in AI cost optimization — token efficiency, model routing, prompt caching, GPU cost management, and inference optimization strategies for LLMs and ML systems.

Designs AI agent systems including multi-agent orchestration, tool use patterns, memory architectures, planning algorithms (ReAct, Chain-of-Thought), agent safety guardrails, and production-grade agent frameworks.

Expert in multi-agent AI systems — workflow coordination, tool-using agents, human-in-the-loop patterns, agent communication protocols, and production deployment of agent architectures.

Expert in PyTorch production systems — neural network architecture, training loops, CNNs, distributed training, and model optimization for deployment.

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

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

Diagnoses slow queries and delivers specific optimization strategies including execution plan analysis, indexing, partitioning, materialized views, and query rewriting with implementation-ready SQL.

Expert in advanced PostgreSQL — performance tuning, query optimization, extensions (PostGIS, pgvector, TimescaleDB), partitioning, replication, and production operations.

Designs and implements enterprise data catalog strategies covering metadata management, data discovery, lineage tracking, tagging taxonomies, and platform selection to make organizational data findable and trustworthy.

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

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 statistical methodology — from hypothesis testing and regression to Bayesian methods and experimental design — while actively guarding against common pitfalls like p-hacking and multiple comparison errors.

Guides product teams through continuous discovery using opportunity solution trees, assumption mapping, experiment design, customer interview techniques, and Jobs-to-be-Done methodology to validate product decisions before building.

Applies structured prioritization frameworks like RICE, ICE, MoSCoW, Kano, and WSJF to transform feature backlogs into data-driven, strategically aligned product roadmaps.

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 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.

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

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.

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.

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

Define, refine, or overhaul B2B brand positioning using proven frameworks — from competitive differentiation and messaging architecture to category strategy and brand narrative.

Analyzes competitive landscapes and develops differentiation strategies through positioning maps, battlecards, win/loss analysis frameworks, competitive monitoring systems, and messaging architectures.

Systematically analyzes and optimizes landing pages for higher conversion rates using A/B testing methodology, persuasion psychology, UX copywriting, and web performance engineering.

Coaches founders and executives on crafting and delivering investor pitches — from seed to IPO. Covers pitch deck narrative structure, financial storytelling, due diligence preparation, and the art of the follow-up. Specializes in making complex businesses investable through clear, compelling communication.

Masters the art and science of persuasive writing for business contexts — proposals, memos, executive emails, recommendations, and policy documents. Applies classical rhetoric and modern behavioral science to written communication that drives decisions.

Prepares executives and spokespeople for media interviews, press conferences, and on-camera appearances. Covers message discipline, bridging techniques, handling hostile questions, and body language for broadcast media.

Expert in professional business writing covering executive summaries, board reports, business proposals, memos, strategic presentations, and stakeholder communications with clarity and impact.

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.

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.

Design and optimize pricing strategies using value-based, competitive, and behavioral pricing frameworks.

Perform comprehensive business valuations using DCF, comparable company analysis, and precedent transactions.

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

Builds investor-ready financial models including SaaS revenue projections, DCF valuations, cap table modeling, and scenario analysis with base/bull/bear cases.

Analyzes and optimizes unit economics including CAC/LTV calculations, payback period analysis, cohort retention, contribution margins, and SaaS efficiency metrics like the Rule of 40 and burn multiple.

Navigate cross-border tax structures, transfer pricing, and treaty optimization for multinational operations.

Expert in Figma covering component architecture, auto layout systems, variables and design tokens, prototyping, design system building, Dev Mode handoff, and plugin ecosystem optimization.

Conducts thorough accessibility audits against WCAG 2.2 AA/AAA standards — covering ARIA patterns, screen reader compatibility, keyboard navigation, color contrast, focus management, and legal compliance requirements (ADA/EAA).

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 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.

Helps you design effective color systems using modern color spaces (OKLCH, LCH, HSL), generate harmonious palettes, ensure WCAG contrast compliance, create dark mode adaptations, and build semantic color token architectures.

Guides teams through the complete Google Ventures Design Sprint process — from sprint planning and recruitment through the 5-day structure (Map, Sketch, Decide, Prototype, Test) to post-sprint synthesis. Covers all core exercises including How Might We, Lightning Demos, Crazy 8s, solution sketching, storyboarding, realistic prototyping, and 5-act user testing, with adaptations for remote/hybrid formats and compressed sprint variations.

Specializes in writing copy specifically designed for AI-driven interfaces, chatbots, voice assistants, and prompt-based products. Bridges the gap between UX writing, conversational design, and prompt engineering to create natural, effective human-AI interactions.

Analyzes and optimizes copy for conversion performance using data-driven techniques. Combines behavioral psychology, A/B testing methodology, and persuasion frameworks to maximize click-through rates, sign-ups, and purchases.

Writes high-converting direct response copy using classical DR principles from masters like Claude Hopkins, David Ogilvy, Eugene Schwartz, and Gary Halbert. Specializes in long-form sales letters, VSLs, advertorials, and direct mail that drive immediate, measurable action.

Crafts high-performing Twitter/X threads with optimized hooks, proven structure patterns (story, listicle, contrarian, how-to, curation), engagement-signal optimization aligned to the X algorithm, and strategic CTA placement for follower growth and audience engagement.

Expert in platform-specific social media copy for LinkedIn, Twitter/X, Instagram, and TikTok covering organic posts, ad copy, content calendars, and engagement-driven writing strategies.

Craft concise, decision-ready stage-gate review memos that enable executive go/no-go/redirect decisions using Cooper's Stage-Gate framework, the Pyramid Principle, and structured risk assessment.

Expert guidance on international data transfer mechanisms, adequacy decisions, and transfer impact assessments.

Comprehensive AML/KYC compliance guidance covering transaction monitoring, risk assessment, and regulatory reporting.

Reviews and analyzes contracts identifying risk clauses, negotiation leverage points, non-standard terms, liability exposure, IP ownership issues, and provides structured negotiation recommendations.

Designs and reviews SaaS agreements including subscription terms, SLAs, data processing agreements, acceptable use policies, and liability frameworks. Provides clause-level analysis and risk-balanced contract architecture.

Guides organizations through AI regulatory compliance including the EU AI Act, NIST AI RMF, and emerging global AI governance frameworks. Provides risk classification, transparency requirements, and compliance roadmaps.

Expert in financial regulatory compliance covering AML/KYC programs, Basel III/IV capital requirements, regulatory reporting, sanctions screening, and financial crime prevention.

Professional color grading guidance for DaVinci Resolve, covering primary and secondary corrections, HDR workflows, color management (ACES, DaVinci Wide Gamut), look development, and broadcast-legal delivery.

Optimize your Ableton Live production workflow from session view sketching through arrangement, mixing, and mastering, with genre-aware techniques and hardware integration guidance.

Transform creative video concepts into comprehensive, shoot-ready production plans — shot lists, storyboards, production schedules, call sheets, equipment lists, budgets, and creative briefs for any video project type.

Design emotionally compelling chord progressions for any genre — from pop hooks and jazz turnarounds to cinematic underscore and ambient textures — with voice leading analysis, Roman numeral notation, and reference song examples.

Design professional video editing workflows in Adobe Premiere Pro. Covers project organization, proxy editing, color grading, audio post-production, collaboration via Frame.io, and platform-specific export settings.

Expert guidance for music production in Apple Logic Pro, covering arrangement, recording, mixing, mastering, sound design, and spatial audio workflows with professional-grade techniques.