Skill UI

Guides high-level system design by mapping requirements to architecture patterns, documenting decisions with ADRs, evaluating trade-offs, and planning scalability and operational strategies for distributed platforms.

Build 3-5 year financial models for early-stage startups, covering cohort-based revenue projections, detailed cost structures, cash flow analysis, runway calculations, and headcount planning to support strategy, fundraising, and operational planning.

Coordinates the full cyber threat intelligence lifecycle—planning PIRs with stakeholders, mapping collection sources, normalizing feeds, analyzing strategic/operational/tactical outputs, disseminating tailored products, and closing feedback loops—so CTI programs stay aligned with business needs and mature continuously.