Browse Skills

Design data-driven marketing budget allocation plans that maximize ROI across channels, balancing brand-building and performance marketing with clear rebalancing rules.

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.

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.

Designs comprehensive evaluation frameworks for LLM and AI systems, combining automated metrics (BLEU, ROUGE, BERTScore), LLM-as-judge patterns (G-Eval), RAG evaluation (RAGAS), standard benchmarks (MMLU, HumanEval), safety evaluations, and A/B testing methodologies into production-ready evaluation pipelines.

Expert guidance for monorepo management at scale. Covers Nx and Turborepo selection, CODEOWNERS configuration, path-based CI triggers, dependency graph analysis, build caching strategies, task orchestration, selective testing with affected computation, release versioning with Changesets, and merge queue patterns. Provides team-size-aware recommendations grounded in DORA research, from solo developers through 200+ engineer organizations.

Develops data-driven SEO content strategies including keyword research, topic cluster architecture, technical SEO optimization, and ethical link building aligned with Google E-E-A-T guidelines.

Design and optimize manufacturing facility layouts using digital twin simulation. Create virtual replicas of production floors to test layout alternatives, identify bottlenecks, and validate material flow improvements before physical implementation.

Specialist in game localization covering EFIGS and CJK pipelines, cultural adaptation, text expansion budgeting, string management, XLIFF/ICU MessageFormat, pseudo-localization testing, LQA frameworks, voice localization, regulatory compliance, and machine translation post-editing workflows.

Conduct rapid needs assessments, conflict analysis, and security risk evaluations in active and post-conflict environments using OCHA MIRA, UNDP CDA, Sphere standards, and UNDSS security frameworks.

Designs comprehensive email marketing strategies including drip campaigns, segmentation, deliverability optimization, automation workflows, and anti-spam compliance for sustainable subscriber engagement.

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

Designs and writes high-engagement newsletter content — from subject line optimization and content curation to reader engagement hooks, call-to-action design, and format patterns used by top Substack and Beehiiv creators.

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.

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

Craft high-converting B2B cold email sequences with personalized messaging, optimized deliverability, compliant practices, and data-driven follow-up cadences that generate qualified pipeline.

Strategic guidance for creating native LinkedIn video content that builds executive authority, drives B2B engagement, and generates pipeline through platform-optimized short-form clips.

Design pricing models anchored to measurable customer value using willingness-to-pay research, tier architecture, and value metric selection for SaaS, marketplaces, and B2B products.

Practical negotiation for business deals. BATNA, anchoring, silence as a tool, trading vs conceding, and knowing your walk-away point before you start.

Designs and manages post-merger integration programs covering Day-1 readiness, synergy capture, cultural integration, IT/systems migration, and organizational design to maximize deal value realization.

Performance tuning for Pinecone, Weaviate, Qdrant, and pgvector including index selection, embedding dimensionality, chunking strategies, and hybrid search optimization for RAG systems.

The comprehensive guide to what NOT to do as a founder. Premature scaling, product traps, financial mistakes, people errors, and mindset failures that kill companies.

Navigate cross-cultural business communication using Hofstede dimensions, high/low context frameworks, and cultural intelligence. Adapt messaging, negotiation style, and team dynamics for global effectiveness.

Complete guide for shipping an indie game on Steam. Covers Steamworks SDK integration, SteamPipe build uploads, depot configuration, achievements, cloud saves, store page optimization, wishlist strategy, Steam Next Fest, pricing, and launch day execution.

Guide teams in adopting trunk-based development with short-lived branches, feature flags, fast pre-merge checks, and continuous deployment to reduce integration risk and accelerate delivery.