Akaki Margvelashvili

Akaki Margvelashvili represented Georgia at the International Mathematical Olympiad in 2011, 2012 and 2013, earning a bronze medal in 2013. He studied at MIT (EECS, 2014-2018), where he was a 2017-2018 SuperUROP undergraduate research scholar working on machine-learning detection of cancer in breast X-ray images. Aggregator/index sources (not first-party primary sources) list a software-engineering career at Wellframe, Google, Kensho, Instagram, Five Rings Capital, Meta/Facebook and Tecton (2015-2022), followed by a Quantitative Developer role at Jump Trading Group (2023-present) - both Five Rings Capital and Jump Trading are confirmed quantitative trading firms.

Notes10

• Quant employment verification: CONFIRMED. Aggregator sources (RocketReach, success.ai) plus the ClickHouse people index list actual software-engineering/quantitative roles at two confirmed quantitative trading firms: Five Rings Capital (proprietary trading, Software Engineer, Jan 2018 — a one-month stint, likely internship) and Jump Trading Group (proprietary quantitative trading, Quantitative Developer, 2023-present). Identity is supported (name, MIT EECS, IMO Georgia 2011-2013, New York location, Georgian +995 phone). Caveat: the role evidence is aggregator/LinkedIn-mirror data, not first-party primary sources; no resume, press, or accessible LinkedIn text corroborates the roles, so the confirmation rests on converging aggregators rather than primary documents. Non-quant employers in the same index (Tecton, Meta/Facebook, Instagram, Google, Wellframe, Kensho) are software-engineering roles and are not classified as quant finance.
• RocketReach lists the current role as 'Quantitative Developer @ Jump Trading Group, 2023-now' with a @jumptrading.com email and New York location; Jump Trading is an established proprietary quantitative trading firm, making this an actual quant-finance role rather than a student program.2023
• success.ai independently lists 'Software Engineer, Five Rings Capital, Jan 2018 - Jan 2018' — a one-month stint, consistent with an internship or short engagement rather than a multi-year role; Five Rings Capital is a proprietary trading firm (spun out of Jane Street).Jan 2018
• Akaki Margvelashvili represented Georgia at the IMO in 2011, 2012 and 2013; the official IMO team pages list him on the Georgia teams for all three years, and the results page shows a 2013 Bronze with 17 points (rank 211).Jul 2013
• Employment evidence is aggregator/index-derived, not primary-source confirmation: the ClickHouse people index and RocketReach/success.ai (which mirror LinkedIn) list the same software-engineering trajectory; the LinkedIn profile body itself returned 403 to scraping, so no first-party page text confirms any role.
• Five Rings Capital describes itself as a proprietary trading firm whose teams of 'quants, developers, traders' design and optimize trading across domestic and international markets, confirming it operates in quantitative finance.
• MIT SuperUROP (EECS undergraduate research) scholar, 2017-2018 cohort; project 'Identifying Cancer on Breast X-Ray Images' supervised by Regina A. Barzilay.2017
• Only public contact found is the MIT address [contact omitted] on the SuperUROP scholar page.2017
• RocketReach lists three phone numbers, one Georgian (+995) and two US (650/617 area codes), consistent with a Georgian-origin identity now based in New York.
• Kensho Technologies (2017) is an ML/data-analytics company (acquired by S&P Global) selling financial-data analytics; classifying it as a quant-finance employer on the name alone is not supported.
• MIT Kappa Sigma (Gamma Pi) alumni page lists an Akaki Margvelashvili, consistent with the MIT identity but not independently confirming the profile.