{Joel Horowitz}

Experience

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Freestone Grove logo

Quant Developer — Data Science Tech Lead

Freestone Grove · New York, NY

Long/short equity fundamental hedge fund — agent-friendly platforms for data scientists.

  • Maintained the metrics server feeding the firm’s central risk platform.
  • Architected a validation platform adopted across multiple teams — rule-based logic, automated alerts, and a self-documenting pipeline powering a company-wide operations dashboard.
  • Harmonized fragmented ML KPI pipelines into a unified framework with Pydantic-enforced schemas, AI-friendly config, and hallucination-resistant design.
  • Built an AI-accessible execution sandbox where agents write and validate code in isolation before production promotion, posting results to PRs.
PythonPydanticFastAPIStreamlitSQLAlchemySnowflakeAI APIs

Independent AI projects

Various projects · Remote

Personal explorations in agentic AI — product, tooling, and developer experience.

  • Storymaker — End-to-end agentic pipeline that turns prompts into illustrated, near-print-quality books, with a promotional site and print-ready PDF export.
  • AI-assisted debugger / research tool — Stack-, locals-, and source-aware so agents can introspect live program state while reasoning about code.
PythonAI APIsPrompt engineeringAgentic workflowsPDF pipeline
Hidden Road (now Ripple Prime) logo

Quant Developer — Core Prime Brokerage

Hidden Road (now Ripple Prime) · New York, NY

Core prime brokerage systems — billing and internal quant tooling.

  • Designed and maintained billing infrastructure serving ~80% of firm revenue, with full regression coverage and modular fees.
  • Built a quant portal used by engineers across the firm.
PythonFastAPIStreamlitSQLAlchemyAWS S3SnowflakeAirflowRetoolDatadog
Goldman Sachs & Co logo

Vice President — Prime Risk Strategist

Goldman Sachs & Co · New York, NY

Prime Services — intraday risk platforms and margin analytics.

  • Led the infrastructure team delivering a real-time intraday platform and developer tools for risk strategists and managers.
  • Oversaw overhaul of stress and margin calculation and attribution engines.
  • Designed a stress explanation framework for drill-down of complex margin calculations for non-quant stakeholders.
MongoDBAWS S3SQLDistributed computeSecDB
Squarepoint Capital logo

Quantitative Researcher — Discretionary Strategies

Squarepoint Capital · New York, NY

Lead technology architect for the discretionary business (15+ PMs).

  • Lead technology architect for the discretionary business (15+ PMs).
  • Built full-stack risk calculation, visualization, and quoting platform from scratch.
  • Created a Python framework so PMs and QRs could build interactive web analysis tools using only Python.
  • Designed a DSL for risk limits with tracking and alerting.
PythonFlaskVue.jsMongoDBPyXLL
BlueMountain Capital logo

Volatility Strategist — Quantitative Strategies

BlueMountain Capital · London & New York

Cross-asset volatility — exotics pricing, PM tooling, and analytics integration.

  • Priced light exotics; harmonized risk measures across Equity, FX, and Credit.
  • Built PM tools — Excel add-ins, backtesting, visualization, auto delta-hedger.
  • Designed a framework embedding C# analytics into web applications.
C#PythonVBAREST APIsVue.jsSQLMongoDB
Quantelligence LTD logo

Freelance Quant Consultant

Quantelligence LTD · London, UK

Independent quantitative consulting engagements.

  • Delivered quantitative analysis and tooling for buy-side clients on a project basis.
PythonQuantitative modeling
Goldman Sachs International logo

Executive Director — Derivatives Strategist

Goldman Sachs International · London, UK

Counterparty risk, liquidity, and structured derivatives — analytics and structuring.

  • Quantitative analytics for the Counterparty Risk Committee and Global Liquidity Products desk.
  • Structured CVA and financing-related derivative trades with corporates and sovereigns.
  • Designed a payoff description language for complex exotic structures (CPPIs) — early DSL work.
SecDBSQLVBAExcel
Fortis Bank (now BNP Paribas Fortis) logo

Exotic Equity Derivatives Trader

Fortis Bank (now BNP Paribas Fortis) · Brussels, Belgium

Exotic equity derivatives — hedging and structuring.

  • Hedged an exotic book on major European indices; structured tax-arbitrage trades using stock vs. options asymmetry.
Equity derivativesExotic optionsRisk management
Bain & Company logo

Senior Associate Consultant

Bain & Company · Brussels, Belgium

Strategy consulting — analysis and client delivery.

  • Strategy consulting across industries; quantitative and qualitative analysis for senior stakeholders.
StrategyFinancial analysis

Education

PhD in Mathematics — differential geometry

Université Libre de Bruxelles

Fleurice Mercier Award (1992–1994) · Georges Sterpenich Award (1994–1995).

International Mathematical Olympiad & International Physics Olympiad — Belgian team (Moscow & Helsinki, 1992).

MSc in Mathematics

Université Libre de Bruxelles

Graduate coursework and research foundation toward the PhD program.

Recommendations

Same text as the recommendations on my LinkedIn profile.

It was a pleasure working with Joel at GS where he was a hiring mgr for Associate and VP level quants. As a recruiter, I appreciated his partnership with my team and focus on our recruitment efforts. He and his team not only prioritized the recruitment process, but they also made it easy for recruiting to understand the role/requirements, identify the best candidate matches, and identify our interview slate. He was quick to provide feedback and help move candidates through the process, which is critical in a competitive talent market. Joel's partnership played an important role in our quant recruiting success for the team over the last two years.

Christine Hayes QuigleyTalent Acquisition · Recruiting · Learning and Development · HR Program Manager & HR Project ManagerApril 18, 2023 · Worked with Joel on different teams

I know Joel Horowitz as a Vice President at Goldman Sachs. He is the hiring manager for a heavy recruitment effort that aimed to hire several VPs and associates. He works extremely well with the HR team, pays attention to many details, and he has been very responsible for anything needed in the recruiting process. He ensures we get the directions we need to best filter the resumes, and coordinate the interview process. As a team, we had great success in selecting great talent, expediting interviews, and getting candidates to the offer stage in record time. There are candidates in our hiring process who were impressed by Joel's special attention that they received from him.

It's always a pleasure working with Joel. I highly recommend his talent to any firm or project.

Velizar MilchevLicensed Financial Services Professional · Risk Officer · MBA · LLM · Series 4, 7, 9, 10, 63, 65, 66April 17, 2023 · Worked with Joel on different teams

Joel's one of the very top quants/structurers I've worked with during my tenure at Goldman Sachs. In addition to world-class fin math skills, he is purely and simply one of the brightest people I've ever met. This extends beyond sheer competence to situational intelligence and business acumen as well. Experienced yet approachable, he will be a valuable addition to any team, and I could not recommend him with more warmth.

Pierre H. RichemondMultimodal at CohereApril 15, 2012 · Worked with Joel on the same team

Joël a été un assistant à l'écoute, disponible, patient et pédagogue.

Maya SériéProduct Actuary at MetLifeFebruary 20, 2012 · Worked with Joel; different companies

Joel is very smart, has strong technical skills, and is quick to pick up new areas of knowledge. He is also an excellent team worker. It was a pleasure to work with him.

Aytac IlhanManaging Director at BarclaysFebruary 19, 2012 · Worked with Joel on the same team

I had the pleasure to know and work with Joel. I recommend Joel strongly to any company as he has proven not only to be a good honest and trustworthy person, but also a very knowledgeable, hands on, smart professional who delivers. Joel will definitely add value day 1 and can adapt very quickly. I am confident that you will get a sense very quickly of his very diversified set of skills once you get a chance to interact with him.

Karim FARAJLeading Strategy and Development for Instruments, Pricing & Quant Analytics at BloombergFebruary 9, 2012 · Worked with Joel on the same team

I have great memories of the time I used to work with Joel, and I have kept in contact with him over the years. The reason is that he has always been an excellent sounding board for problems I was facing, whether on a technical or a more interpersonal level. He would be able to advise whether he is familiar with the issue or not.

Mohamed SijilmassiChief Financial OfficerFebruary 9, 2012 · Worked with Joel on the same team

I worked very close to Joel during more than 2 years, I enjoyed that time very much: he is very efficient in his work, very fast in finding and implementing solutions to any financial problem, and very keen on sharing his vision, knowledge and ideas with others. I highly recommend him.

Olivier Dewell, CFA, CAIADirector Balance Sheet Management at Crelan GroupFebruary 8, 2012 · Senior to Joel; did not manage Joel directly

I worked with Joel for several years, where we structured commodity derivatives to fit our firm's clients' needs. Joel's approach to challenges we faced was always very detailed and deep, where he first sought to understand the background to the client's situation and then proceeded to resolve it by utilising available tools or by creating new, tailored ones. Joel's understanding of derivatives is extremely good, yet he is also great in explaining the mathematical functions in simple terms understandable to clients and colleagues with lesser mathematical background. I enjoyed working with Joel and think he was an indispensable part of the team—hard working, very social and always open to new challenges and approaches.

Katri-Ann MalinaHead of own lifeFebruary 8, 2012 · Worked with Joel on the same team

I worked two years with Joel and I must say it was both a pleasant and enriching experience. I found him being an intelligent individual with fast learning skills. On top of that, he was always keen to learn more and proposing innovative solutions.

Gauthier SerruysAVP & MD Market Risk at TD SecuritiesFebruary 6, 2012 · Senior to Joel; did not manage Joel directly

Joel is great at sharing his experience and vision—a top collaborator and a ready mentor to those in need. Excellent and valuable contributions to the core libraries gained him great respect. Joel is an out-of-the-box thinker, comes up with unconventional solutions that just work.

Jeff AbrahamsonData / ML / Software EngineerFebruary 5, 2012 · Worked with Joel on different teams

I have two things to say about Joel:

First, he's very clever.

Second, he's really very clever.

Arnaud WeissrockFounding Partner · HEAVEN CAPITALJanuary 30, 2012 · Worked with Joel on the same team

Joel was a member of the group I joined upon starting working at Goldman Sachs. The scope of his knowledge about finance is very broad, and he always found enough time to provide me with good advice. He is very committed to the job, and actively searches for improvements, even beyond his job responsibilities.

Miroslava SotakovaSoftware Engineer at GoogleJanuary 25, 2012 · Joel was senior to Miroslava; did not manage directly

Joel is extremely smart. Coupled with his extremely strong mathematical and modelling skills, he was client focused and able to understand the needs of the project and come up with innovative solutions. In this sense he was more than a quant. Additionally, he is an all round nice guy; a great colleague.

James YongHead of Global PetrochemicalsFebruary 9, 2009 · Worked with Joel on the same team

Joel was funded by the prestigious FNRS public fund to conduct research in mathematics at Brussels University. He was a member of the very well regarded differential geometry team and enjoyed a reputation across the mathematics department and beyond as being an exceptionally intelligent individual.

As well as being a very talented mathematician, Joel stood out for his dynamic outgoing personality and unusually broad range of skills.

In addition to his research achievements, Joel was the tutor responsible for the differential geometry module which was arguably the most challenging topic in the whole undergrad mathematics course. He excelled at making this highly complex and abstract field accessible to undergrads by seeing problems from their perspective and then explaining the theory in a relatively simple language.

Olaf TornéSenior Quantitative Analyst · Barclays · Financial EngineeringJanuary 30, 2009 · Worked with Joel on different teams

I had the chance to work with Joel and I can tell he was one of the brightest guy I have met in the consulting industry. Among other things, he is a real wizard when it comes to computing anything.

Simon BerckmansDigital growth strategy, innovation & digital transformationAugust 2, 2005 · Managed Joel directly

Additional

Languages: French (native) · English (fluent) · Dutch / Italian (conversational). Musician: professional piano bar and private events. Belgian citizen; US permanent resident.