Selected work

Selected projects and Lokos’s role in each engagement.

Bonus Health — AI voice agents for obesity care

Built an AI voice agent for a venture-backed healthcare business, supporting obesity care for Medicare patients with a focus on making care delivery highly cost-effective.

Infusense — Machine learning for cannabis product analysis

Built a platform and machine learning algorithms to analyze cannabis product composition and support safety in the cannabis industry.

Platinum Filings — Nationwide legal industry intelligence

Built web scraping tools to compile and track professional profiles across major US law firms, creating a nationwide view of the legal industry.

VitaScope — Product and platform scoping

Helped define the scope of a video-sharing platform built around physical hardware, connecting the product concept with its software requirements.

Vondy — Content and collaborative recommendation systems

Helped develop content-based and collaborative recommendation systems to support personalized discovery.

Flagships — Machine learning for private market intelligence

Led development of systems that extract engagement signals from documents and apply machine learning to analyze private market activity and map those signals to capital allocation outcomes.

Wingman Air Holdings — Aircraft management automation

Built an aircraft management system to automate administrative overhead and streamline operations.

Hangtime Films — Simulation for capital allocation and production planning

Built a Monte Carlo simulation to model potential company outcomes under different capital allocations, workflow timelines, and risk assumptions.