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Matt O'Connor
Matt O'Connor is the co-founder of Legion, a merit-based crypto fundraising platform, and in the crypto community under the handle "MattyTokenomics."[1] Based in the London area of the United Kingdom, he has worked across institutional finance, data science consulting, and blockchain token design, and is the author of the open-source book Tokenomics for Builders.[2][1]
Early Life and Education
O'Connor studied at Emory University's Goizueta Business School in Atlanta, Georgia, where he earned a Bachelor of Business Administration (BBA) in Finance and Business Communications between 2006 and 2010.[2] According to his profile, the program was ranked third nationally for the BBA.[2]
He has accumulated several professional certifications over his career. He holds the Agile Certified Practitioner (PMI-ACP) credential from the Project Management Institute, issued in May 2018, and the Professional Scrum Product Owner (PSPO I) certification from Scrum.org, issued in May 2017.[2] His profile also lists candidacy status for the CFA Level III and CMT Level II examinations and a Series 3 registration with the Financial Industry Regulatory Authority (FINRA).[2]
Career in Finance and Data Science
O'Connor's early career centered on quantitative and algorithmic finance. From March 2009 to October 2010, while still completing his degree, he worked as a manager of fan operations for the Atlanta Braves, where he oversaw game-day operations staff gathering fan data and built an attendance forecasting statistical model in Excel and VBA, which served as a foundation for his later work with digital assets.[2]
Bloomberg and Bridgewater Associates
Between January 2011 and June 2012, O'Connor worked as an analyst in quantitative modeling at Bloomberg in New York City. His profile describes the role as developing financial models, performance backtests, risk simulations, and data-driven trading strategies for money managers overseeing portfolios of more than $100 million, using tools including Excel, VBA, the Bloomberg API, and Bloomberg's internal automated trading syntax.[2]
From July 2012 to February 2015, he was a lead investment engineer on the algorithmic trading desk at Bridgewater Associates in Westport, Connecticut. According to his profile, he was a senior member of a six-to-eight-person team that conducted all exchange-traded product trades for the firm's $150 billion All-Weather and Pure Alpha portfolios, analyzing and optimizing trade execution using game theory alongside simulation, optimization, and machine-learning techniques.[2] Legion's website characterizes him as the former lead algorithmic engineer for Bridgewater Associates, which it describes as "the world's largest hedge fund."[1]
Consulting and Entrepreneurship
After leaving Bridgewater, O'Connor spent February 2015 to February 2017 in independent consulting as a chief data scientist, a remote role he says he took on while recovering from a near-death automobile accident, applying Agile management and quantitative modeling to help multinational clients adopt data-driven decision-making.[2] He then held a series of consulting positions in Asia: a management consulting role on the digital innovation team at the Hong Kong-headquartered supply-chain group Li & Fung from February to September 2017, followed by a product-development consulting role at HABBITZZ across Hong Kong and the Philippines from September 2017 to March 2018.[2]
In March 2018 he founded Reboot AI, a data-analysis services business operating across New York and Hong Kong that offered custom machine learning, digital twin, stochastic simulation, and data-driven decision-making solutions. He states the firm served clients including the world's largest health and beauty retailer and large supply-chain providers handling more than 100 million consumer items a day.[2] After Reboot AI, he worked from April to November 2020 as a technical consultant on the data-science team at Jury Analyst, a Santa Monica legal-technology startup, where he says he rebuilt the company's data stack — covering ingestion, cleaning, machine-learning analysis, and business interpretation — used to predict case damages and optimize plaintiff juror selection in lawsuits exceeding $10 million.[2] From November 2020 to April 2022 he founded Magic Send, an AI software product for automated product-recommendation marketing emails.[2]
Cryptoeconomics Research
O'Connor's work in blockchain and tokenomics spans early advisory roles and later formal research positions. Legion's website and his LinkedIn profile credit him with token economics work for Status's 2017 initial coin offering (ICO) and tokenomics research for the Stacks Foundation around its 2019 SEC-qualified token offering, which preceded his resident and lead roles in those ecosystems.[1][2] From May to December 2022 he was a tokenization research resident at the Stacks Open Internet Foundation, a nonprofit, where he performed custom modeling and simulations to analyze changes to Stacks' consensus mechanism, Proof of Transfer (PoX), and conducted original research for teams in the ecosystem.[2] Legion's website states he served as tokenomics researcher for the Stacks Foundation during their SEC-qualified 2019 token offering.[1]
Since January 2023, O'Connor has served as chairperson of the Economics Consideration Advisory Board (CAB) for Stacks, a body he describes as roughly analogous to the Ethereum Foundation's Robust Incentives Group.[2] From January 2023 to January 2024 he was the tokenization lead at Status, the Switzerland-based company behind a private messenger, web3 wallet, and browser, where he led a team of three mechanism-design and cryptoeconomics researchers for the Status and Logos infrastructure projects.[2] Legion's website states he was the token economics lead for Status during its 2017 initial coin offering, which it says raised $105 million.[1]
Since January 2024 he has also served as a mentor for the Techstars Web3 Accelerator, which works with entrepreneurs building in web3.[2]
Legion
O'Connor co-founded Legion in January 2024, and it is his current principal venture.[2] Legion's published white paper identifies Matthew O'Connor and Fabrizio Giabardo as co-founders and describes the operating company as Agora Labs Ltd, doing business as Legion, a firm incubated by Delphi Labs.[3] According to company data on O'Connor's profile, Legion is headquartered in Road Town, in the British Virgin Islands, with a presence in the United States and a workforce distributed across 12 countries including Australia, the Netherlands, Malta, and Poland; it reports 10 to 20 employees and $7 million in total funding across one prior round.[2]
O'Connor describes Legion as a merit-based crypto fundraising platform that bridges traditional finance and blockchain, built around regulatory compliance, investor accountability, and transparency.[2] The platform is designed to let startups raise capital through token offerings compliant with the European Union's Markets in Crypto-Assets (MiCA) regulation while giving retail investors access to onchain fundraising. Its white paper sets out a fundraising model organized around token offerings, project-specific compliance requirements, and participant restrictions, and its founder-facing material describes a process that weighs an applicant's previous onchain participation when allocating a token sale.[3] On the platform, projects can customize allocation, whitelisting, and discounts using both onchain and offchain criteria about each user to assemble a community of supporters, and it supports fundraising both before a token generation event and at token launch.[2]
According to his LinkedIn profile, Legion has processed more than $450 million in token sale demand and accumulated over 350,000 users.[2] Public reporting and company material name backers including VanEck, Brevan Howard Digital, Kraken, Coinbase Ventures, Crypto.com, Cyber Fund, AllianceDAO, and Delphi, along with angel investors such as Mike Dudas, Alex Svanevik, Bobby Ong, and Peter Smith.[2][6]
Writing and Tokenomics Work
O'Connor is the author of the open-source book Tokenomics for Builders, which Legion's website notes has been positively reviewed by founders and venture investors.[1] He is known within the crypto community under the moniker "MattyTokenomics."[1]
Before his move into crypto, O'Connor spoke and published widely on applied machine learning and artificial intelligence. His profile lists invited talks including an "Auditing ML & AI Applications" conference presentation in June 2020, keynote addresses on topics such as "AI Project Management: Why AI Initiatives Fail" and "Preparing for a Career in Data Science & AI," and a workshop on "Deep Reinforcement Learning For Strategic Customer Engagement."[2] He was a featured contributor to the book Using Artificial Intelligence in Marketing by Katie King and published an op-ed, "Hong Kong and AI Can be a Winning Combination," in the South China Morning Post.[2]
Interviews
Matt O’Connor on ICOs and Tokenomics #01
On January 20, 2026, Matt O’Connor, co-founder of Legion, appeared on the Cryptonews Spotlight YouTube channel for an interview covering token offerings, regulatory compliance, token economics, and fundraising practices in cryptocurrency markets.
O’Connor described Legion as a platform designed to facilitate public token offerings in which projects assess potential investors according to criteria such as on-chain activity, social media engagement, and software development contributions. He explained that the platform was developed in response to concerns about venture capital access and the distribution of tokens through airdrops, which he argued often fail to generate sustained user participation. He also discussed the use of compliance procedures in organizing token sales.
Addressing the relationship between cryptocurrency fundraising and traditional financial markets, O’Connor suggested that initial coin offerings (ICOs) and initial public offerings (IPOs) could increasingly adopt similar structures. He attributed this possibility to the expansion of blockchain infrastructure in traditional finance and changes in cryptocurrency regulation. He also discussed why some projects retain both corporate equity and tokens, noting that equity can provide ownership rights and legal protections that token holders may not receive.
In discussing token economics, O’Connor argued that token design should reflect a project’s specific economic structure rather than follow a single model. He identified early token launches, excessive token distribution, and the absence of mechanisms connecting project activity to token value as potential sources of difficulty. In his view, projects should establish user demand, revenue generation, and a defined role for the token before introducing it to public markets.
O’Connor also addressed token vesting for project teams. He supported arrangements in which token unlocks depend on key performance indicators (KPIs) and measurable project milestones, rather than elapsed time alone. For community allocations, he noted that releasing a large share of the supply at launch can increase selling pressure and affect market prices. He therefore emphasized the need to consider distribution schedules in relation to a project’s economic conditions.
Regarding the broader cryptocurrency market, O’Connor predicted that project valuations would decline from levels he considered too high and maintained that ICOs would continue to be used for fundraising. He also argued that airdrops had become increasingly affected by automated participation and Sybil activity, in which multiple identities are used to obtain distributions. He presented merit-based allocation as an alternative approach that allows projects to evaluate prospective token holders according to their activity and contributions. [7]
Crypto Markets, ICOs, and Token Distribution #02
On February 9, 2026, Matt O’Connor, co-founder of Legion, appeared on The Milk Road Show, hosted by LG Ducet. The discussion covered cryptocurrency market cycles, initial coin offerings (ICOs), token distribution mechanisms, and Ethereum’s approach to scaling.
O’Connor described Bitcoin’s price movements in relation to capital flows, mining supply, and market demand. He also discussed the risk of debt-related liquidations among digital asset treasury companies, explaining that the sale of assets to meet financial obligations could contribute to market volatility. Regarding token launches, he said smaller projects may find it easier to attract attention during bear markets, provided they set valuations that reflect market conditions and account for potential selling pressure.
Addressing token distribution, O’Connor discussed the limitations of airdrops, particularly the use of multiple wallets by individuals seeking to obtain additional allocations, a practice known as Sybil farming. He outlined an alternative approach involving reputation systems, eligibility criteria, token sales, and vesting schedules. He cited Yield Basis as an example of a project that conducted a token sale at a valuation intended to leave room for subsequent market participation.
The conversation also examined Ethereum’s Layer 2 ecosystem following Vitalik Buterin’s criticism of aspects of its original scaling approach. O’Connor questioned whether the economic relationship between Ethereum’s mainnet and Layer 2 networks adequately supports the long-term interests of the broader ecosystem. He also discussed competition from other blockchain networks and the implications for Ethereum’s development strategy.
O’Connor argued that the number of blockchain networks and tokens in the cryptocurrency market had grown beyond the level of demand for many projects. He pointed to valuations established in private funding rounds, token supply entering circulation, and limited usage and revenue as factors affecting market performance. He expected further consolidation, with a smaller number of tokens retaining sustained market attention. Regarding future token launches, he favored distribution mechanisms that account for user activity and participation rather than relying primarily on broad airdrop campaigns. [8]
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