Rogério Aristida Guimarães Junior
Brazilian CS researcher; Caltech CNS PhD candidate (Vision Lab), MIT double-BS alumnus, IOI 2016 Silver and 2017 Bronze medalist for Brazil.
- Quant employment verification: CONFIRMED. Bridgewater Associates is a macro hedge fund / investment management firm (bridgewater.com); his own CV lists 'Investment Engineering Intern' at Bridgewater Associates, Westport CT, Jun 2020 - Aug 2020, where he 'analyzed select case studies to develop hypotheses to explain and predict the business cycle' and 'built a fully automated sample bond trading system' - an actual summer internship in a quantitative/macro investment role, matching the LinkedIn index entry. Identity is supported by the CV hosted on his personal site, cross-linked from his LinkedIn, and by the MIT SuperUROP page listing his MIT credentials. No other quant-finance employer (bank, asset manager, energy/crypto trading) appears in his verified timeline: Pegasystems (software), Zeiss (medical imaging), Google (research), Caltech (academic research) are not quantitative-finance firms. Current roles (Caltech graduate researcher 2021-, Google student researcher 2025-) are research, not trading.Aug 2020
- Bridgewater role is titled 'Investment Engineering Intern' on his CV, i.e. a summer internship (Jun-Aug 2020), not a full-time 'Investment Engineer' position as the index lead implied - a distinction the index-only role entry obscures.Aug 2020
- Named inventor on Patent US 2023/0196572 A1 (OCT image segmentation using Transformer processing of 1D A-scans), resulting from his 2021 Zeiss Medical Technology data science internship.Jun 2023
- 2021 Caltech Tianqiao and Chrissy Chen Graduate Fellow - a first-year neuroscience fellowship - placing him in Caltech's CNS PhD program at entry in 2021.Sep 2021
- IOI medals for Brazil: Silver 2016 (Russia) and Bronze 2017 (Iran), corroborated independently by the official IOI statistics database (stats.ioinformatics.org/people/5861) and his CV.Aug 2017
- MIT SuperUROP scholar 2019-2020, 'Tang Family FinTech Undergraduate Research and Innovation Scholar', research 'A Collaborative Filtering Approach to Strategy Recommendation' supervised by Mardavij Roozbehani - a fintech-flavored research project, but an academic research program, not employment.Sep 2019
- MIT Burchard Scholar 2019/2020 (humanities) alongside dual MIT BS degrees in Computer Science and Engineering and in Linguistics and Philosophy, and a prior undergraduate research stint at MIT LIDS from Jan 2019.Jan 2020
- Fundação Estudar Fellow 2017 (33 selected from 83,000 applicants) - a Brazilian scholarship/fellowship awarded before he began MIT.Jan 2017
- Born in Teresina, family from Fortaleza, Brazil; came to the US to attend MIT; he/him; fluent Portuguese/English with a public IPA pronunciation note for his name.
Reverse-engineering animal natural algorithms for navigation; modeling mouse navigation learning algorithms in AI.
Student researcher (per LinkedIn index; dates not independently sourced beyond index).
Upgraded OCT image segmentation from UNets to Transformers; result is Patent US 2023/0196572 A1.
Analyzed macro/business-cycle case studies; built a fully automated sample bond trading system.
RL for agricultural management policy (WOFOST+DRL); RNNs for nonlinear dynamical systems; EEG seizure detection.
Speed up Kubernetes node initialization for Pega Platform; root-cause analysis of DB java-class-loading bottleneck.
Taught competitive programming and logic to grades 6-12; two students classified to IOI 2017 Team Selection Tests.
Competition record
Brazil · IOI