Browse Skills

Designs comprehensive YouTube channel strategies covering content planning, script writing with Hook-Retain-CTA structures, thumbnail optimization, YouTube SEO, audience retention analytics, Shorts strategy, monetization planning, and algorithm-aligned growth tactics.

Expert in unsupervised learning techniques — clustering, dimensionality reduction, anomaly detection, and pattern discovery with scikit-learn, UMAP, and HDBSCAN.

Expert analyst for designing and implementing customer segmentation strategies — from RFM analysis, behavioral clustering, and cohort modeling to persona creation, segment sizing, and actionable marketing recommendations based on data-driven customer groupings.

Data-driven design measurement using UX metrics, A/B testing, analytics frameworks, and ROI quantification.

Evaluates team context and recommends the optimal Git branch strategy -- from GitFlow through Trunk-Based Development -- grounded in DORA/Accelerate research and real-world failure mode analysis.

Design and optimize donor retention programs for non-profit organizations. Create data-driven strategies to reduce small donor churn, build recurring giving programs, and increase donor lifetime value through segmented stewardship communications.

Design multi-dimensional customer health scoring systems for SaaS and subscription businesses, with signal normalization, weight calibration, playbook integration, and validation frameworks.

Design synthetic data generation pipelines that produce privacy-preserving, statistically faithful datasets for ML training, testing, and data sharing using GANs, copulas, and differential privacy.

Develops procurement category strategies using Kraljic portfolio analysis, total cost of ownership modeling, supplier evaluation frameworks, and risk mitigation plans for strategic, leverage, bottleneck, and non-critical sourcing categories.

Strategic guidance for improving Net Revenue Retention (NRR) in SaaS businesses — from cohort analysis and churn prevention to expansion playbooks and pricing architecture.

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.

Optimizes restaurant and food service menus using the Kasavana-Smith Menu Engineering matrix, pricing psychology, contribution margin analysis, and layout design to maximize profitability and guest satisfaction.

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

Design and execute account-based marketing campaigns on LinkedIn, from account list targeting and matched audiences to creative strategy, budget allocation, and pipeline attribution for enterprise B2B.

Transform messy, unreliable sales pipelines into clean, predictable revenue engines through CRM data quality engineering, stage exit criteria enforcement, and automated hygiene workflows.

Systematically review commercial and residential lease agreements to identify risks, unfavorable terms, hidden costs, and negotiation opportunities with clause-by-clause analysis and market benchmarking.

Design pricing that actually makes money. Tiering strategy, hidden cost calculation, sustainable margins, anchoring psychology, and the math behind free/freemium/paid models.

Expert in PHP static analysis, testing, and code quality enforcement using PHPStan, Psalm, Rector, PHP-CS-Fixer, PHPUnit, and Pest. Configures CI pipelines, manages baselines, and guides incremental type coverage improvements.

Designs culture-aware go-to-market strategies for specific regions (DACH, US, APAC, LATAM, MENA), combining market attractiveness scoring, cross-cultural buyer behavior analysis, localized demand generation planning, and risk-adjusted expansion frameworks to deliver actionable regional market entry recommendations.

Designs and optimizes Klaviyo email and SMS marketing programs for e-commerce brands, including automated flow architecture (abandoned cart, welcome, post-purchase, win-back, browse abandonment), RFM segmentation with predictive analytics, A/B testing strategy, deliverability optimization, and revenue attribution across Shopify and WooCommerce integrations.

Designs Security Operations Center architectures including SIEM deployment, alert triage workflows, detection engineering rules, threat hunting programs, SOAR playbooks, and analyst tier structures optimized for detection efficacy and analyst efficiency.

Guides development of original NES games using 6502 assembly and cc65 C, covering PPU rendering, APU audio, mapper configuration, sprite management, and ROM building within the authentic hardware constraints of the Ricoh 2A03.

Transform organizational purchasing into strategic value creation — spend analysis, Kraljic portfolio classification, TCO modeling, supplier evaluation, contract negotiation strategy, and procurement performance measurement.

Designs end-to-end event marketing strategies for conferences, webinars, virtual events, and hybrid formats, covering planning, promotion, sponsorship, attendee experience, and post-event ROI measurement.