Jefferson Richards

Workers.vc Earned Governance Accelerator

Know the risks before you commit.

Participated in the Workers.vc Earned Governance accelerator as the first to launch a venture within the cohort and alpha tester of the platform. Pressure-tested the Slicing Pie valuation method and extended it into a “Grunt Lead” methodology, pairing a chart of accounts with an equity model to value contributed work. Galvanized a team of four across business development and engineering tracks to ship a demo-ready MVP on schedule—defining roles, roadmapping features, and estimating basis. Ran weekly meetings, mentored peer ventures, and fed change requests back into the tool suite. Ran the risks, met every deadline, and chose to dissolve before a SAFE—proving the accelerator’s value by de-risking the commitment itself.

ISO 31010 Risk Wiki

Risk factors from publicly traded companies processed by LinguaLint, actuarial code, and captive insurance models. Includes remote risk modeling lessons for UA RiskRunners Club and critical path line-item indemnifications.

Richards Systems (R#) Technical Wiki

Centralized Confluence-based knowledge repository documenting over 10 years of homegrown AI research and systems architecture. Covers serverless workflows, the “9 Constraints of AI” framework, PySpark CPG analysis, and a navigable “System of Systems” for collaboration.

Integral Manufacturing and Shared Services

Understand then Propagate PLM, ERP, and CRM to play a part in resolving the Productivity Paradox

Project Manager: Automated Asset Pipeline & Big Data Financial Simulator

Directed the end-to-end development of a big-data real estate and business opportunity crawler. Applied advanced data analytics and Monte Carlo simulations to model optimized pathways to financial independence. This R&D initiative served as a practical application of “Level 4” capital allocation, team leadership, and digital asset development.

Key Achievements: Hired and directed a remote engineering team to build a scalable data-crawling web application. Drafted vendor contracts defining deliverables, SLAs, and payment schedules. Engineered Tableau dashboards to analyze scraped public business, property, and contract data. Executed 70,000+ Monte Carlo simulations using real-world data to model investment mechanics (property flips, holds, precious metal hedging). Collaborated with legal, accounting, and financial advisors to establish ownership models and generate a comprehensive personal “10-Q.” Hosted regular webinars to present project milestones and build social capital.

Outcome: Successfully transitioned the crawler from a capital-intensive R&D phase into an automated, low-overhead digital asset (currently offering a public 14-day free trial). Culminated in a comprehensive data report and automated opportunity pipeline.

Skills: Project Management, Financial Simulation

Perry Dime Publications

A creative portfolio spanning publications, visual art, dream journals, and musical compositions. Includes essays, poetry, and prose exploring philosophy and the human experience; paintings and drawings across mediums; subconscious explorations through documented dreams; and sonic experiments across genres—including sheet music (Melotations). Featured works include the Survitality book series and Thought Fat: Selected Poems.

LinguaLint

Code for Culture

1. Preserve Indigenous Languages   2. Fund via Finance   3. Reduce the energy footprint of LLM AI

A lightweight LLM middleware that extracts “hashtags” and identifies semantic overlaps using Wikipedia’s “Blue Words.” Built on Wierzbicka’s Semantic Primes and Zipf’s Law, LinguaLint offers a streamlined alternative to traditional Word2Vec NLP methods—currently positioned across 20+ languages.

Optionality: An Experimental Album

An honest depiction of the Optionality differential and resultant adaptation with Usury.

A four-year journey bridging written poetry and musical composition. Prototyped tracks with MIDI, Ableton, and vocal arrangements, then validated via SoundCloud engagement data. Used Zipf’s Law distribution in listener behavior to select the top 11 tracks. Nested the lead track in raw form at the axis point while leveraging Suno AI for production—exploring human intent meets generative technology. With a kicker leaning into Uncle YahYoKah’s grace.

Survitality Series

A three-book series exploring the intersection of neuroscience, media influence, and macroeconomic tools as a survival guide. From Bio-Digital Mapping to the Calculus of Choice (R = I/N) to engineering cooperation through a Family Charter.

ISO 31000 News Service

NLP Big Data Portfolio Earned 50 emails in 3 days on the San Diego Boardwalk