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Architect and optimize internal ML platforms to enable self-serve experimentation, production pipelines, and multi-tenant reliability; use this skill when designing or scaling i...
ML Testing Expert offers a comprehensive testing strategy for ML systems, covering unit, integration, data validation, model quality, and performance tests for pipelines and end...
Expert NestJS architect guides production-ready apps with module structure, DI, security, and performance best practices.
Expert guidance on OS internals, kernel concepts, and system-level programming; use for kernel debugging, performance tuning, or building container runtimes.
Design and implement privacy-preserving systems by default, applying data minimization, anonymization, and privacy-by-design to protect user data.
Programming Language Theory Expert provides deep explanations of type systems, language design, and related theory to guide analysis and decision making.
Guides designing, implementing, and evaluating production-grade RAG systems, emphasizing retrieval quality, chunking, indexing, and metadata-driven filtering.
Designs and deploys RAG pipelines for knowledge-grounded LLMs, from ingestion and retrieval to reranking, assembly, generation, and evaluation.
This skill provides senior ML guidance for building and deploying scalable recommender systems, including matrix factorization, ALS, content-based, and deep learning models.
Guide to reinforcement learning where agents learn by interacting with an environment, covering core techniques, best practices, and common use cases.
Provide advanced ASO strategy to optimize app store listings for visibility and conversion on App Store and Google Play.
Senior-level guidance to design, fine-tune, and deploy diffusion-based image and video models for scalable, controllable content.
Plan and execute mobile app or game launches—from pre-launch prep to post-launch optimization—coordinating strategy, timing, assets, and channels.
Design and optimize mobile app monetization strategies (ads, IAP, subscriptions, hybrids) with data-driven paywalls and LTV modeling.
Provide senior guidance on mobile architecture decisions (native vs cross-platform), balancing performance, maintenance, and device constraints.
Directs senior mobile user acquisition programs, combining creative-led testing, measurement science, and disciplined budget allocation to drive scalable ROAS.
Provides senior OCR and document understanding guidance for building end-to-end pipelines, from image preprocessing to structured data extraction.
Generates secure, parameterized SQL queries across major engines, with optimization, input validation, and safe dynamic identifiers.
Guides requirements management, MBSE, architecture, and reliability analysis for complex systems; use it when designing, integrating, or verifying large programs.
This skill writes clear, maintainable technical docs (APIs, READMEs, architecture) to help developers answer questions quickly and stay up to date.
Predict future values from temporal data using ARIMA/SARIMA, ETS, Prophet, or deep-learning models; use for forecasting with uncertainty estimates.
Assists engineers with selecting optimizers, learning-rate schedules, precision, and hyperparameters to optimize deep-learning training efficiency.
Provide version control best practices for branching, commit hygiene, and team workflows to keep history clear and scalable.
Describes, designs, and optimizes DNS, TLS, CDNs, and load balancing to keep sites secure, reliable, and fast.
This skill helps you design and optimize end-to-end workflow automations using trigger-action patterns for scalable, resilient processes.