
Timeline
About me
ML x (finance + poker)
Education

Carnegie mellon university
2009 - 2011Mscf computational financeMerit Scholarship1st / 100 in the annual MSCF C++ contest (American put pricing). 10x improvement over previous all-time record. Utilized algorithmic optimization techniques like quantization, optimal data structure, loop unrolls

Carnegie mellon university
2009 - 2011Mba economics, financeActivities and Societies: Weekly radio show Dean's Scholarship (100% tuition)GRE Quant: 800 / 800GMAT: 750 / 800 (98th Percentile)

William & mary
2003 - 2005Bs major: computer science; minors: math, philosophyActivities and Societies: Weekly radio show Finished in 3 years, while working at INCOGEN (Institute of Computational Genomics)
Experience

Incogen - institute of computational genomics
Jul 2005 - Jan 2006Software engineer
Jwm
Jun 2006 - Jun 2009Portfolio strategist / traderEnabled CEO’s vision to transform the traditional wealth mgmt firm into a scalable system-driven business.• Built automated portfolio framework from scratch: performance attribution, risk decomposition, rebalancing• Executed all trades; led team of three analysts; daily communication w/ high net worth clients• By having a robust and agile portfolio process, firm increased AUM by 50% during the 2008 financial crisis• The firm now manages over $700mm

Citi
Aug 2011 - Jan 2014Quantitative strategist------------------PRIME FINANCE------------------Selected by the global head of risk for this hybrid roleTask #1: Structured Lending Group (SLG) // Modeler ($10bn book)• Crafted bespoke structured credit models to underwrite loans collateralized by non-traditional assets (fund shares, fee flows, defaulted bonds, illiquid positions) Task #2: Delta One // In-Business Risk Manager ($30bn book) • Effectively served as the “human-in-the-loop” to Citi's firmwide risk system by accounting for real-world risk factors (e.g., client profile, current events, desk inventory, firm risk) in determining margin requirements (e.g., L/S basket, merger arb, convertible arb, illiquid/concentrated positions, event-driven)---------------------------------------------FIXED INCOME RESEARCH (rotation)---------------------------------------------• L/S global rates systematic carry strategies• Forecast excess returns & term premia• Replicated & synthesized academic papers--------------------------------------------------EQUITY PORTFOLIO TRADING (rotation)--------------------------------------------------• Long-short US statistical arbitrage Show less

Bluemountain capital management
Feb 2014 - Jan 2016Quantitative risk analystA multi-strategy hedge fund with $20bn AUM• Owner of the firm’s capital and margin (emulation & optimization) models, whose outputs determined the firm's overall strategy allocation• Risk manager of Fundamental Equity, Convertible Arbitrage, and Systematic Equity

Guggenheim partners
Jan 2016 - Mar 2021Modeler; director• Led the modeling of a key initiative to spin out the Repo (collateralized lending) business into an Investment Grade (IG) rated broker/dealer w/ $60bn of assets• Achieved an A+ rating from S&P and secured $500 million in funding. But risk appetite dissipated during COVID• Spearheaded the development of a comprehensive risk & capital framework, including advanced data analytics for ALM; liquidity, interest rate, credit, and tail risks; hedging programs (from dealers and re-insurers)• Crafted value-generation models, such as:-- Capital allocation policies to optimize interest income vs credit risk capital consumed (clustering)-- PnL attribution models that explained 80% of PnL variations via interest rate risk premia (regression)-- Automated algorithm to pinpoint optimal borrow and lend maturity dates -- Margin optimization by fully emulating clearinghouse (Fixed Income Clearing Corp) requirements Show less

Poker
Mar 2021 - nowPoker player & coach• Expert in preflop strategies. My custom (nodelocked) solutions are sought after by elite tournament players and high-stakes private cash game players• Coached 25 students, consisting mostly of professional players• Quickly ascended the ranks of high-stakes tournament poker, reaching #30 on the Global Player Index• Data analysis performed on over 10TB of simulation data

Octopi poker studios (ops)
May 2022 - nowCo-founder• Octopi is a poker analytics (education) platform utilizing machine learning and cloud computing technologies• The collaborative team is a unique blend of accomplished technologists and elite poker pros (Andrew Lichtenberger and Nick Schulman). Notably, one co-founder started and led a billion-dollar publicly traded tech company. The advisory board features three of the top 50 all-time money leaders, with combined earnings of over $100mm

Upstart
Mar 2024 - nowStaff analystCapital Markets // Investor Analytics- Structured credit modeling
Licenses & Certifications

Chartered financial analyst (cfa)
Cfa institute.webp)
Certified financial risk manager (frm)
Global association of risk professionals (garp)
Volunteer Experience
Mentor
Issued by iMentor on Aug 2012
Associated with Philip Shing
Languages
- enEnglish
- chChinese
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