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Superpowers
- Goal-driven product strategist who seeks clarity of values, vision, and goals between stakeholders to align outcomes and incentives for long-term growth and impact
- Proactive individual contributor who utilizes multi-scale planning and time blocking to productively achieve his goals and make time for mentoring and team-building
- Curious AI/ML consultant undaunted in tackling the hardest problems through hands-on research, data-driven prioritization, and ontology design
- International network of professionals and ability to open new doors in finding the decision makers and innovators seeking novel solutions
Experience
AI/ML Product Architect (Apr 2022 - Present)
Krono.Works (Remote) → AI/ML/GPT Research, Publishing, and Collaboration Network
- Architecting the data governance, feature roadmap, and pricing for 3 AI/ML products
- Streamlining websites, workspaces, and products with actionable, informative, privacy-savvy on-boarding and off-boarding processes
- Implemented AI/ML-compatible dispute resolution protocols
- Prototyped bespoke property management rewards card and program to demonstrate cost distribution, decentralized credentialing, and agentic permitting capabilities
- Designed, prototyped, and deployed an encrypted p2p consent protocol
Board of Directors (Jan 2023 - Jan 2024)
Ricardiam (Remote) → Algorithmic Private Equity Company and Executive Advisory Firm
- Developed local-first, decentralized, AI-enabled system of record for blockchain-compatible corporate governance, which includes prototype ricardian contracts and token allocation algorithms for portfolio companies
- Advised executive teams and founders on product strategies, company incentive models, tokenomics, and technical initiatives
- Developed multi-tier cross license pool frameworks for expense and profit attribution
- Curated a wiki of mutual benefit resources, trust graphs, and co-publishing workspaces
Startup Advisor (Dec 2021 - Jan 2023)
Z4A DAO (Remote) → Impact-first Startup Studio
- Mentored 50 founders on strategy, biz dev, workflows, and blockchain applications
- Incubated a voluntary law DAO designed with principle-based self-governance
- Prototyped and deployed goal-centric tokenization protocols across 5 organizations
- Prototyped time-driven tokenization models “skill-sharing” for an international startup studio and pubco
Partnership Architect (Feb 2020 - Sep 2022)
IonRev Technologies (Greater Salt Lake City Area) → Web3 Venture Studio
- Co-designed and co-authored the white paper for a time-based blockchain token that attracted 50k tokenholders before governance mismanagement divided the community
- Established strategic partners and investor relations via personal rolodex and by facilitating a roundtable panel of creators, founders, and innovators
Independent Startup Advisor (July 2019 - Feb 2020)
Peak Coventure Studio (Greater Salt Lake City Area) → Collaborative Venture Studio
- Advised purpose-driven founders and data-savvy startups on enterprise biz dev, blockchain design patterns, and sometimes national security grade information governance
- Incubated 5 startups, attracted investors, and recruited key personnel and board members
VP, Customer Success & Product Solutions (July 2018 - June 2019)
LeapYear Technologies (San Fransisco Bay Area) → Enterprise AI/ML with Differential Privacy
- Produced and co-edited a seminal white paper on the AI/ML techniques and general algorithms required for the executives of banks, regulators, and tech companies to understand and apply “differential privacy”
- Managed the customer-facing team of data scientists and AI/ML consultants and coordinated the goals and expectations for the largest deals and customer
- Developed the product roadmap, implemented a customer feedback process, and co-piloted the implementation of release process to align key customers with clear features timelines
Director of Professional Services & Solutions (Mar 2016 - July 2018)
SingleStore, formerly MemSQL (San Fransisco Bay Area) → Real-time Distributed Database
- Understanding the properties of data and algorithms are critical to building data systems. Applying the best patterns for speed and scale, we implemented and deployed the first single-store database (row-store, column-store, object-store) with fast analytical queries, fast transactional queries, and scales horizontally in cloud or on premise.
Forward Deployed Engineer (Sep 2012 - Apr 2015)
Palantir Technologies (United Arab Emirates) → Private Intel, AI/ML, and Elite Data Analytics
- Managed region’s 1st healthcare pilot from end to end: built trust with CIO, analyzed claims to find $572 million at risk from 14 anomaly detection schemes, and setup the tech stack for further analysis, triaging, and resolution
- Transformed engagement from single-purpose tool to the system of record - increased contract value by 630% ($10s of millions) - by deploying new analytics capabilities, integrating new data sources, and improving system stability
- Led enterprise user adoption and engagement effort to unlock additional value for the organization, which nearly doubled usage of the core analysis tool over 3 months, gained access to 5 more teams and 3 new use cases
Assistant Vice President, Analytics (Apr 2010 - Jan 2012)
iQor (New York City) → Business Process Outsourcing and Debt Collections
- Managed cross-functional analytics, strategy and profitability projects with a team of 5 across 4 departments in 3 locations.
- Developed resource allocation strategies for clients, including 3 Fortune 500, increasing annualized revenue by $78M.
- Interfaced directly with CEO in weekly strategy meeting to discuss R&D findings and to plan product implementation.
Experience prior to Grad School
- Ask for details
Skills & Tools
- Productivity Tools: Obsidian, Sidekick, Notion, Clickup, Pipedream, Airtable, and more
- Organizational Skills: Multi-scale planning, enterprise architecture, ontology design
- Programming: Python, SQL, Dataview, JavaScript, Bash, and learning what it takes
- Analytical Tools: Jupyter Notebook, STATA, SAS, Matlab, Statistica, Hex, and beyond
Education
Columbia University (Aug 2010)
Masters of Operations Research (New York City)
- Achievements: 3.4 GPA (3.8 GPA in last half) Outreach Scholarship
- Research: Neural network modeling of ForEx, Monte Carlo simulation of golfing, persistence training techniques
Brigham Young University-Hawaii (Apr 2006)
Dual Bachelors of Mathematics and Computer Science (Hawaii)
- Achievements: Cum Laude, 3.5 GPA, Upsilon Pi Epsilon, full-tuition scholarship, math and CS academic scholarships
- Research: Task persistence, partial reinforcement schedules, cognitive chunking, logic emulators in teaching architecture
Northern Marianas College (May 2003)
Associate of Arts (Northern Marianas Islands)
- Achievements: Magna Cum Laude with 3.8 GPA in Phi Theta Kappa honors society
Conference Papers
Miller, R. M., Au, K. Y., Benson, J., Cowden, K. O., Snarr, T., et la. (2009). The Implicit Association Test: Implicit Attitude or Simple Exposure. 21th Annual Association for Psychological Science Convention, San Francisco, CA.
Miller, R. M., Kiene, A., Snarr, T., Benson, J., Goforth, L., et la. (2009). The Effects of Lip Color and Lipstick on Perceptions of Attractiveness in Women. 21th Annual Association for Psychological Science Convention, San Francisco, CA.
Stanley, T. D., Wong, L., Prigmore D., Benson, J., Fife, L., & Colton D. (2007). From Archi Torture to Architecture: Undergraduate Students Design and Implement Computers Using the Multimedia Logic Emulator. Computer Science Education, 17, 141-152.
Miller, R. M., Olds, K., Benson, J., & Strong, N. (2006). Question Order Effects on Task Persistence in Computerized Testing. Proceedings of the 10th Annual Global Chinese Conference on Computers in Education, 10A, 118-121.
Miller, R. M., Kapapa, R., Au, K. Y., Strong, N., & Benson, J. (2006). Cooperation persistence in the prisoner’s dilemma: A sequential analysis. 86th Annual Western Psychological Association Convention, Palm Springs, CA.
Additional
Languages: English (Native or Bilingual), Tagalog (Full Professional), American Sign Language (Limited Working), Japanese (Limited Working)
Extracurricular: Youth Assembly (2011), VP of Entrepreneurship Leadership Consulting Club (2009-2010), SIFE (Students In Free Enterprise) Project Director (2003-2006), President of Swing Club (2004-2006), Student Advisory Council (2004-2005)
Awards: Second runner-up in SIFE National Competition 2004, 2005, & 2006, SIFE Service Leadership Award 2005 & 2006, First place in Hawaii region in Association for Computing Machinery Competition 2005, Eagle Scout, H. S. Valedictorian
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