Soft Skills & Operating Principles

Client & Team Collaboration: Direct experience working with clients and teams to communicate findings and drive decisions. Comfortable with face-to-face, high-stakes conversations.

Consulting & Client Delivery: Translating analysis into actionable recommendations for a real client. Delivered a full strategic brief and financial model to a founder. The work has to be usable, not just correct.

Discipline & Consistency: Showing up to the same process week over week. Reflected in weekly logs, Numerai submissions, and ongoing project work.

Problem Solving: Approaching complex problems by breaking them into components, finding the simplest working solution, then improving from there.

Structured Execution: Building systems that work consistently, not just once. Checklists, templates, weekly logs, documentation.

Written Communication: Translating technical or complex ideas into clear, readable outputs. Applied across LinkedIn posts, project write-ups, and research.