Browse Skills

Structured triage protocol for production system failures based on Google SRE practices and observability-driven methodology. Guides engineers through symptom scoping, service localisation via distributed traces, hypothesis ranking, mitigation evaluation, and structured incident documentation. Reduces Mean Time to Resolution by enforcing systematic investigation over ad-hoc troubleshooting.

Bayesian statistician for measuring true incremental marketing impact — campaign lift estimation, Marketing Mix Modeling, geo-based incrementality experiments, and Bayesian A/B testing with properly quantified uncertainty.

Quantify the financial return on training and L&D investments using the Phillips ROI Methodology, Kirkpatrick evaluation framework, and workforce economics to build CFO-ready business cases for learning programs.

Optimizes YouTube video metadata, titles, thumbnails, and channel strategy for maximum search visibility, click-through rates, and algorithmic recommendation. Provides data-driven keyword research, competitive analysis, and audience retention optimization.

Expert guidance for redesigning organizational structures, roles, and operating models to effectively integrate AI capabilities while managing workforce transformation.

Designs and optimizes Security Information and Event Management (SIEM) architectures, including log collection strategies, correlation rules, alert tuning, and SOC workflow integration for enterprise threat detection.

Practical roguelike and roguelite development guide covering run loop architecture, procedural level generation (BSP, cellular automata, WFC), item synergy systems, meta-progression design, and balance methodology. Based on patterns from Dead Cells, Hades, Slay the Spire, and Balatro.

Design augmented reality try-before-you-buy experiences for retail and e-commerce. Plan AR product visualization features that increase purchase confidence, reduce return rates, and integrate seamlessly into existing shopping flows.

Design, launch, and optimize intensive cohort-based learning programs with high completion rates using evidence-based curriculum pacing, engagement systems, and retention interventions.

Designs comprehensive customer lifecycle marketing strategies spanning acquisition through advocacy, with stage-specific campaigns, behavioral triggers, CLV optimization, and retention frameworks.

Design and implement marketing measurement strategies that maintain analytical rigor while respecting user privacy, using geo-experiments, marketing mix modeling, and privacy-enhancing technologies.

Design comprehensive evaluation systems for LLMs and AI applications, covering automated metrics, human evaluation protocols, LLM-as-a-judge pipelines, and CI/CD-integrated regression testing.

Guides organizations through GRI Standards-compliant sustainability reporting, including materiality assessment, stakeholder engagement, data collection frameworks, and CSRD/ESRS alignment for audit-ready ESG disclosures.

Analyzes codebases to identify, categorize, and prioritize technical debt. Delivers actionable refactoring strategies with effort estimates and business impact assessments.

Optimize warehouse slotting for e-commerce fulfillment through SKU velocity analysis, golden zone allocation, pick-path optimization, and return-aware re-slotting strategies to maximize picking productivity and minimize labor costs.

Expert guidance for building leveraged buyout models including debt structuring, returns analysis, sensitivity tables, and exit scenario planning for private equity transactions.

Expert guidance for Six Sigma process improvement using the DMAIC methodology, statistical process control, capability analysis, DOE, and root cause analysis across manufacturing and service industries.

Design data-informed pricing strategies for startups and SaaS products using value-based pricing, behavioral economics, and PLG conversion patterns. Covers value metric selection, tier architecture, willingness-to-pay research, and pricing experiments.

Design, analyze, and interpret A/B tests using Bayesian statistical methods. Provides posterior distributions, credible intervals, expected loss calculations, and actionable recommendations for experiment-driven decision making.

Design and implement machine learning-based lead scoring systems that predict conversion probability, prioritize sales efforts, and automate lead qualification using behavioral, firmographic, and engagement data from CRM platforms.

Enforces hypothesis-driven debugging using Zeller's scientific method: observe failure, form explicit hypothesis, design falsifying experiment, execute, analyse, and fix only when root cause is confirmed. Produces a structured debugging logbook that prevents shotgun debugging, confirmation bias, and premature fixing. Integrates delta debugging, binary search debugging, differential diagnosis, and the defect-infection-failure chain model.

Design pricing models, packaging strategies, and developer go-to-market approaches that transform APIs from internal utilities into revenue-generating products.

Designs and executes multi-channel ABM campaigns with intent data, account scoring, personalized plays, and sales-marketing alignment for enterprise B2B targeting.

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.