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Sam Trabucco

Sam Trabucco is an American quantitative cryptocurrency trader who served as co-chief executive officer of Alameda Research, a trading firm founded by Sam Bankman-Fried and closely affiliated with the FTX exchange. A Massachusetts Institute of Technology alumnus and former trader at Susquehanna International Group, Trabucco joined Alameda as one of its earliest employees around 2018, where he helped develop high-risk trading strategies inspired by poker and blackjack techniques. He ascended to co-CEO in 2021 alongside Caroline Ellison, overseeing operations during a period of rapid growth in cryptocurrency markets that reportedly made him wealthy through proprietary trades. Trabucco resigned from his leadership role in August 2022, citing a desire to pursue personal priorities while transitioning to an advisory position, just months before FTX and Alameda's bankruptcy amid revelations of customer fund misuse. In November 2024, he agreed to a settlement with the FTX bankruptcy estate, forfeiting two San Francisco apartments valued at approximately $8.7 million and a 53-foot yacht as part of a $70 million clawback to creditors, without admitting liability.

Background

Early life

John Samuel Trabucco was born in 1992 and raised in , a suburb west of . He was the son of a campus police officer at . From a young age, Trabucco displayed strong interests in intellectual pursuits, including puzzles such as and , which honed his skills. He participated in math competitions during his formative years, achieving notable success, such as first place in a regional as a high school sophomore in 2008. These activities, along with attendance at Mathcamp—a rigorous summer program for mathematically talented students—for two summers, fostered his early affinity for quantitative problem-solving and rapid analytical thinking.

Education

Trabucco attended the () from 2011 to 2015, where he majored in with (course 18 at ). He earned a degree in this field upon graduation in 2015, providing a rigorous foundation in and computational methods essential for . The program's curriculum focused on advanced mathematics, including linear algebra, probability, and , alongside topics such as algorithms and data structures, which aligned with skills required for strategies. During his undergraduate years, Trabucco served as president of the MIT Undergraduate Mathematics Association, an extracurricular role that further honed his analytical rigor through organizing math-related events and competitions. No specific academic awards or research projects are publicly documented from this period.

Professional career

Pre-Alameda experience

Following his undergraduate studies at the , where he earned a in and in 2015, Trabucco entered professional finance at (SIG), a quantitative trading firm headquartered in . He had previously interned at SIG during his junior year at . At SIG, from 2015 to 2017, Trabucco served as a quantitative trader on the desk, specializing in exchange-traded funds (ETFs). He also contributed to the firm's desk, applying probabilistic modeling techniques common in quantitative strategies. SIG, known for recruiting individuals skilled in poker and to inform trading decisions under uncertainty, provided Trabucco with foundational experience in algorithmic and high-stakes trading environments, including during his where he learned poker. Trabucco's interest in cryptocurrency predated his full-time role at SIG, stemming from participation in the 2014 MIT Bitcoin Project, an initiative that distributed approximately $100 worth of Bitcoin to each undergraduate student. He utilized his allocation for online poker, reportedly tripling the value through strategic play. In March 2019, after his tenure at SIG, Trabucco joined Alameda Research as a trader, shifting focus to cryptocurrency markets.

Role at Alameda Research

Sam Trabucco joined in 2019 as a quantitative trader, approximately 18 months after the firm's founding in October 2017 by . In this role, he contributed to the development of systems focused on markets, drawing on prior experience in quantitative trading at . Trabucco's work emphasized strategies across multiple exchanges, exploiting price inefficiencies through opportunities in volatile crypto assets. Alameda, under such approaches, provided via market-making, positioning itself as a key player in facilitating trades and reducing spreads in less mature markets. These tactics involved probabilistic models to assess risks in high-volatility environments, informed by game-theoretic principles akin to those in poker and , which Trabucco applied to optimize trade execution and capital allocation. The firm's trading operations, including Trabucco's contributions, fostered a culture of aggressive innovation and risk tolerance, prioritizing rapid iteration on quantitative models to capture fleeting market edges in assets like and altcoins. This environment emphasized empirical and first-principles evaluation of exchange dynamics over conventional risk metrics, enabling Alameda to handle substantial trading volumes amid crypto's inherent uncertainties.

Ascension to co-CEO

In October 2021, promoted Sam Trabucco to co-chief executive officer alongside , marking a transition as founder shifted focus to . The dual-CEO structure aimed to support the firm's scaling operations in quantitative trading, with Trabucco and Ellison, both veteran traders at the company, assuming executive oversight. Trabucco's responsibilities as co-CEO encompassed directing trading strategies across desks handling high-volume markets, including market-making and directional bets, while contributing to risk protocols amid volatile . He also played a role in broadening Alameda's activities beyond core market-neutral positions into higher-yield opportunities, reflecting a strategic pivot to capitalize on crypto sector expansion. This period saw the firm process daily spot trading volumes reaching approximately $5 billion, underscoring its growing liquidity provision in digital assets. Under the co-CEO arrangement, Alameda's operational scale intensified, with reported 2021 spot trading volumes surging to $719 billion annually—a 2,400% increase from the prior year—demonstrating enhanced market influence prior to emerging liquidity strains. Public metrics on proprietary returns remained undisclosed, but the firm's ability to sustain basis-point fees on multibillion-dollar daily flows generated estimated daily revenues of $3-4 million, supporting further reinvestment in protocols. This growth phase highlighted decision-making efficiencies in a dual-leadership model, though internal risk exposures from leveraged positions were later scrutinized in regulatory probes.

Resignation and transition

On August 24, 2022, Sam Trabucco announced his resignation as co-CEO of via a post on , stating that after several intense years, he could no longer justify the required time investment and needed to prioritize personal matters, including relaxation and pursuits like acquiring a . He emphasized that the decision aligned with lessons learned at the firm about balancing professional demands with life goals, without referencing specific internal challenges at . This departure occurred against a backdrop of escalating pressures in the markets, exacerbated by the Terra-Luna ecosystem's in May 2022, which erased approximately $50 billion in value and triggered strains across trading entities, including ripple effects on firms like Alameda through interconnected exposures. Trabucco's announcement made no explicit connection to these sector-wide events or Alameda-specific risks, framing his exit instead as a personal choice amid general . The leadership handover to as sole CEO proceeded without reported disruptions, with Trabucco initially shifting to an advisory role to facilitate continuity. Following the announcement, Trabucco adopted a low public profile, refraining from further commentary on Alameda's operations, which persisted under Ellison until the firm's in November 2022.

FTX and Alameda collapse

Operational ties between Alameda and FTX

, co-founded by in October 2017 as a trading firm, functioned as the primary provider and for following the exchange's launch in May 2019. established explicitly to facilitate Alameda's high-volume trading needs, integrating the entities under shared ownership and leadership that blurred operational boundaries. This arrangement positioned Alameda to handle a significant portion of FTX's , with the trading firm receiving preferential trading fees and volume rebates from the exchange. A key technical linkage was an undocumented backdoor in FTX's proprietary code, granting Alameda unrestricted borrowing privileges from user deposits without requirements or automated alerts. Implemented under Bankman-Fried's oversight and accessible only to select insiders, this feature enabled Alameda to maintain negative account balances exceeding $65 billion at peak, allowing seamless, unmonitored withdrawals of customer funds for . Such access contradicted FTX's public representations of segregated operations and exposed the to Alameda's unhedged positions. FTX bankruptcy filings on November 11, 2022, revealed profound financial interdependence, including over $8 billion in customer funds transferred to Alameda via unsecured loans and direct siphoning, far exceeding Alameda's equity contributions to the exchange. These transfers, often routed through internal mechanisms bypassing standard lending protocols, funded Alameda's speculative trades and venture investments, directly commingling retail deposits with the trading firm's . This structure invalidated claims of arm's-length dealings, as Alameda's solvency became contingent on FTX's deposit inflows. The intertwined operations magnified risks during the 2022 cryptocurrency bear market, when declining asset prices eroded Alameda's over-leveraged portfolios—concentrated in illiquid tokens like FTT—triggering margin calls it could not meet without further draws from . Bankruptcy examiner reports documented how this dependency amplified liquidity shortfalls, as Alameda's defaults forced FTX to liquidate holdings at depressed values amid surging customer redemptions, culminating in the exchange's failure.

Trabucco's awareness of risks

As co-CEO of from October 2021 to August 2022, Sam Trabucco held a senior executive position granting him access to the firm's financial , including balance sheets that later revealed a heavy reliance on FTX's native FTT for assets and . evidence from the case and related filings indicated that Alameda's portfolio included billions in FTT holdings, creating concentration risks exacerbated by undercollateralized borrowing practices where FTT served as primary security for loans exceeding $4 billion in value. Trabucco's public statements prior to , such as tweets equating crypto trading to and emphasizing "intuition" over in illiquid markets, aligned with Alameda's documented high-leverage strategies, including bets that amplified exposure to volatile tokens like FTT. Internal risk assessments at Alameda were reportedly lax, with later accounts from former employees describing poor and controls, though no direct pre-resignation warnings attributed to Trabucco have surfaced in public records. Empirical analysis of the shows Alameda's vulnerabilities—such as FTT price sensitivity and loan dependencies—were evident amid the broader strains following the May TerraUSD collapse and June insolvencies of firms like , events that triggered margin calls and asset devaluations industry-wide. Trabucco's August 24, , resignation, announced as a shift toward personal priorities after gradually reducing involvement, occurred against this backdrop of escalating sector pressures, prompting scrutiny in post-collapse analyses and filings for potential foresight into Alameda's overleveraged state. While some narratives from cooperating executives frame Alameda's leverage and token dependencies as standard for outfits in volatile markets, critics have highlighted the causal mismatch: Alameda's unique access to funding lines enabled risks beyond typical industry norms, raising questions of oversight lapses among leaders like Trabucco. This view contrasts with defenses portraying such exposures as inadvertent in fast-paced operations, though evidentiary focus on executive-level reviews underscores implied knowledge of the precarious FTT-loan interplay. No explicit admissions from Trabucco predate the November 2022 collapse, but his strategic emphasis on high-variance trades suggests an acceptance of elevated downside potential inherent to the firm's model.

Immediate aftermath of resignation

Following Trabucco's resignation on August 24, 2022, continued operations under sole CEO , with the firm pursuing trading strategies amid ongoing market pressures in the sector. Trabucco transitioned to an advisory role but disengaged from day-to-day management, stating he had not been acting as CEO in recent months and prioritizing personal matters. These operations escalated risks that culminated in the FTX collapse, as revelations on November 8, 2022, exposed an approximately $8 billion shortfall in FTX's accounts, largely tied to Alameda's balance sheet deficits from prior trading losses and internal funding transfers. Customer withdrawal runs intensified from November 2 onward, prompting emergency funding attempts that failed, leading to bankruptcy filings for both FTX and Alameda on November 11, 2022. Trabucco maintained public silence during the crisis, refraining from media engagements or statements in contrast to FTX founder Sam Bankman-Fried's visible efforts to secure bailouts and address fallout. He did not participate in Alameda's or 's final crisis management, having already withdrawn from operational involvement months prior. This detachment underscored his limited role in the events directly preceding the bankruptcies, though the firm's pre-existing ties exposed former executives to subsequent financial exposures.

Legal and financial proceedings

Cooperation with investigations

Trabucco engaged with U.S. authorities following the collapse, as prosecutors from the Department of Justice (DOJ) initiated conversations with his lawyer in February 2023 amid an expanding inquiry into former executives of and . These discussions occurred in the context of broader probes into alleged , contrasting with Sam Bankman-Fried's public denials of wrongdoing prior to his . However, specific details of Trabucco's interactions, such as the provision of documents or , have not been publicly disclosed by officials. As of October 2025, Trabucco faces no criminal indictments or charges from the DOJ or Securities and Exchange Commission (SEC) related to the Alameda-FTX schemes, distinguishing his legal status from that of co-CEO , who pleaded guilty and cooperated extensively, or Bankman-Fried, convicted on multiple counts of fraud. This outcome has fueled speculation among observers that unpublicized assistance to investigators may have contributed, though prosecutors have issued no statements attributing the decision to such factors. Critics, including affected FTX users, have raised concerns over Trabucco's relative silence and offshore activities post-resignation, suggesting his cooperation—if any—may have been limited or self-serving to protect personal interests amid the unraveling of backdoor funding mechanisms between Alameda and . Such views highlight tensions in , where verifiable contributions to case-building against higher-profile figures like Bankman-Fried could incentivize leniency, balanced against the absence of public evidence confirming Trabucco's role in exposing core elements.

Civil settlements and asset forfeiture

In November 2024, Sam Trabucco reached a proposed civil settlement with the bankruptcy estate, dated November 3, 2024, under which he agreed to forfeit specific personal assets to creditors. The assets include two apartments purchased in 2021 for a combined value of $8.7 million and a 53-foot acquired in March 2022 for $2.51 million. As part of the agreement, Trabucco consented to transfer all rights to approximately $70 million in proofs of claim he had filed in June 2023 against Trading Ltd., , and related entities, primarily related to customer deposits. These claims, which included demands for repayment of withdrawn funds, will be expunged upon approval, thereby eliminating potential litigation over their validity and allowing the estate to retain partial recoveries without further dispute. The prioritizes swift asset recovery for creditors over prolonged battles, reflecting a calculated resolution amid uncertain legal outcomes for such claims in proceedings. A U.S. hearing to approve the deal is set for December 12, 2024.

Implications for personal liability

Prior to the FTX collapse, Sam Trabucco amassed an estimated of $500 million, primarily through profits and venture investments facilitated by . This wealth, derived from high-risk positions and equity stakes in early-stage projects, reflected the speculative gains prevalent in the sector but was vulnerable to market downturns and legal recoveries. Following the November 2022 bankruptcy, crypto asset values plummeted amid broader contagion, eroding unrealized portions of his portfolio, though exact post-collapse figures remain undisclosed as of October 2025. Trabucco's November 2024 settlement with the bankruptcy estate required forfeiture of approximately $70 million in claims against the estate, alongside tangible assets including two apartments valued at $8.7 million and a 53-foot , marking a significant financial hit but falling short of total asset liquidation. The absence of filings or additional actions distinguishes his case from executives like , indicating that courts and trustees viewed his role as involving indirect enablement of Alameda's leveraged strategies rather than orchestration of customer fund misappropriation. This outcome underscores causal factors in the crypto ecosystem, where quantitative trading firms like Alameda amplified systemic risks through unchecked borrowing, yet personal accountability often hinged on provable intent over mere participation. Narratives portraying Trabucco as fully exonerated overlook the estate's successful recovery of gains tied to Alameda's operations, as the implicitly acknowledges benefits from practices now deemed unsustainable, such as backdoor provisions between Alameda and . Retained personal assets post- suggest he preserved substantial wealth from pre-collapse activities, but this retention fuels arguments from proceedings that early exits and partial forfeitures do not erase complicity in an environment rife with inadequate risk controls and inter-entity dependencies. For reputation, the lack of criminal indictments preserves a veneer of non-culpability, yet the forfeitures signal to observers that in opaque trading outfits carries latent liabilities, potentially deterring similar high-stakes roles in future ventures.

Public statements and legacy

Key public comments

Prior to the FTX collapse, Trabucco shared insights into his trading philosophy in several interviews, stressing quantitative rigor and probabilistic thinking over speculative bets. In an August 2021 appearance on the UpOnly podcast, he advised aspiring traders to "find what you're good at and double down," highlighting the importance of leveraging personal strengths in high-stakes quantitative trading environments like cryptocurrency markets. Similarly, during an August 2021 discussion on What Bitcoin Did, Trabucco described his approach to and broader crypto trading as rooted in data-driven models that prioritize edge identification through and risk-adjusted returns, rather than directional . These comments underscored a preference for mathematical frameworks in , drawing from his in . Following his resignation as co-CEO of on August 11, 2022, Trabucco maintained a low public profile, eschewing extensive media appearances or defenses of the firm's practices. His final post on X (formerly Twitter) came on November 8, 2022, amid the escalating crisis, where he wrote, "Much love to everyone. I'm sure the past few days have been confusing and difficult for many." This brevity contrasted with more verbose public rationalizations from other executives, and Trabucco has not engaged in similar explanatory statements since. Trabucco's most notable post-collapse public comment emerged in May 2024, when he submitted a three-page character reference letter supporting , co-CEO of Digital Markets, ahead of Salame's sentencing on May 28, 2024. In the letter dated May 6, 2024, Trabucco described Salame as his "best friend" and the "funniest, most passionate, most supportive friend I've ever had," while acknowledging Salame's admitted crimes but arguing he "doesn't deserve to be defined by his worst actions." The letter emphasized Salame's personal integrity, work ethic, and loyalty, disputing narratives of and calling for a "fair" punishment reflective of broader contributions rather than isolated failings. This intervention marked Trabucco's rare reemergence on X, focusing on interpersonal defense without addressing systemic issues at Alameda or .

Post-collapse activities and current status

Following the collapse of FTX and Alameda Research in November 2022, Sam Trabucco has maintained a low public profile, with no verified reports of involvement in new professional ventures, cryptocurrency trading, or advisory roles as of October 2025. He resided in San Francisco prior to asset forfeitures, where he owned two apartments purchased in 2021 for a combined $8.7 million. In November 2024, Trabucco agreed to a settlement with the FTX bankruptcy estate, under which he forfeited the San Francisco apartments, a 53-foot yacht acquired in March 2022 for $2.5 million, and $70 million in proofs of claim filed against FTX and Alameda entities in June 2023. This arrangement, filed as tentative in U.S. Bankruptcy Court, underscores his compliance with civil recovery efforts but does not indicate criminal charges or trial proceedings against him. No subsequent public activities or relocations have been documented beyond these legal obligations.

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