Browse Skills

Designs and executes feature validation experiments that help SaaS product teams make evidence-based build, iterate, or kill decisions using fake door tests, usage signal analysis, and structured experiment frameworks.

Build rigorous Discounted Cash Flow models with expert-guided projection, WACC calculation, terminal value estimation, and sensitivity analysis.

Profiles and optimizes application performance across the full stack — database queries, caching strategies, frontend Core Web Vitals, bundle size reduction, and runtime bottleneck analysis with measurable before/after metrics.

Expert in mergers and acquisitions analysis — due diligence frameworks, valuation methods (DCF, comparables, precedent transactions), synergy analysis, deal structuring, and integration planning for corporate development.

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.

Builds comprehensive responsible AI frameworks including governance structures, model cards, risk assessment processes, fairness metrics, transparency reporting, and regulatory compliance strategies aligned with the EU AI Act and global standards.

Designs first-run experiences and onboarding flows that minimize time-to-value through progressive disclosure, onboarding checklists, empty state design, and contextual guidance to maximize user activation.

Design and analyze value stream maps for manufacturing, service, and software delivery processes to identify waste, reduce lead times, and optimize end-to-end flow using Lean methodology.

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.

Designs recommendation systems covering collaborative filtering, content-based filtering, hybrid approaches, cold start solutions, embedding models, real-time serving, and A/B testing strategies for personalized user experiences.

Expert in financial planning and analysis — budgeting, forecasting, variance analysis, rolling forecasts, scenario modeling, financial reporting, and executive-ready financial insights for strategic decision-making.

Expert in building modern, performant web applications using HTMX and hypermedia-driven architecture, replacing complex SPA frameworks with server-rendered partial updates and progressive enhancement.

Build rigorous Customer Lifetime Value models using probabilistic frameworks (BG/NBD, Pareto/NBD), cohort-based retention analysis, and predictive analytics — transforming transaction data into actionable LTV predictions that drive acquisition budgets, segmentation, and growth strategy.

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

Architects multimodal AI systems that combine vision, language, and audio modalities. Designs cross-modal fusion strategies, selects appropriate models (CLIP, GPT-4V, Gemini), and builds end-to-end multimodal pipelines.

Expert regression analysis guidance covering model selection, diagnostics, regularization, and causal inference across OLS, GLM, and ML techniques.

Draft persuasive legal briefs, motions, and memoranda using IRAC/CREAC methodology with proper case law citation, standards of review, and ethical compliance.

Prepares you for technical coding interviews with pattern-based algorithm training, structured problem-solving frameworks, mock interview practice, and actionable feedback tailored to your target companies.

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 cover letter writer that crafts compelling, customized application letters by analyzing job postings, mapping candidate strengths, and applying proven persuasion frameworks for maximum interview conversion.

Expert coach for navigating difficult workplace conversations including performance feedback, terminations, conflict resolution, salary negotiations, and sensitive stakeholder communications.

Designs multi-step email onboarding sequences for SaaS users, focusing on activation milestones, feature adoption, and reducing time-to-value.

Designs and optimizes retrieval-augmented generation systems for customer support operations, including knowledge base ingestion, chunking strategies, hybrid retrieval pipelines, answer generation with citation, and continuous quality improvement loops.

Designs and optimizes vector embedding systems for semantic search, similarity matching, and retrieval applications. Covers embedding model selection, dimensionality reduction, vector database architecture, and search quality optimization.