Frederico Gaião Monteiro
Quantitative Developer at 2iQ- Claim this Profile
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Portuguese Native or bilingual proficiency
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English Full professional proficiency
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Spanish Professional working proficiency
Topline Score
Bio
Miguel Pereira
Me and Frederico worked together in the same department during our Internship at Jerónimo Martins. It was a pleasure to work so close to Frederico and watch his work ethic. Only after meeting Monteiro I understood why IST is such a prestigious university – his knowledge on Computer Science and Engineering is simply outstanding. As members of the HR Analytics & Technology department, me and Frederico had to simplify several processes with VBA and ensure more efficient rates in the department. It was very easy to work with him due to his great character and our intrinsic passion to work in a team. If he continues to work as much as he does now, I am sure that his future will be as bright as his present.
Diogo Palma
Frederico is a very focused, skillful and curious professional. He's a fast-learner and has the right atitude, he's a team player and can adapt to new situations. We really enjoyed to have him on the team.
Miguel Pereira
Me and Frederico worked together in the same department during our Internship at Jerónimo Martins. It was a pleasure to work so close to Frederico and watch his work ethic. Only after meeting Monteiro I understood why IST is such a prestigious university – his knowledge on Computer Science and Engineering is simply outstanding. As members of the HR Analytics & Technology department, me and Frederico had to simplify several processes with VBA and ensure more efficient rates in the department. It was very easy to work with him due to his great character and our intrinsic passion to work in a team. If he continues to work as much as he does now, I am sure that his future will be as bright as his present.
Diogo Palma
Frederico is a very focused, skillful and curious professional. He's a fast-learner and has the right atitude, he's a team player and can adapt to new situations. We really enjoyed to have him on the team.
Miguel Pereira
Me and Frederico worked together in the same department during our Internship at Jerónimo Martins. It was a pleasure to work so close to Frederico and watch his work ethic. Only after meeting Monteiro I understood why IST is such a prestigious university – his knowledge on Computer Science and Engineering is simply outstanding. As members of the HR Analytics & Technology department, me and Frederico had to simplify several processes with VBA and ensure more efficient rates in the department. It was very easy to work with him due to his great character and our intrinsic passion to work in a team. If he continues to work as much as he does now, I am sure that his future will be as bright as his present.
Diogo Palma
Frederico is a very focused, skillful and curious professional. He's a fast-learner and has the right atitude, he's a team player and can adapt to new situations. We really enjoyed to have him on the team.
Miguel Pereira
Me and Frederico worked together in the same department during our Internship at Jerónimo Martins. It was a pleasure to work so close to Frederico and watch his work ethic. Only after meeting Monteiro I understood why IST is such a prestigious university – his knowledge on Computer Science and Engineering is simply outstanding. As members of the HR Analytics & Technology department, me and Frederico had to simplify several processes with VBA and ensure more efficient rates in the department. It was very easy to work with him due to his great character and our intrinsic passion to work in a team. If he continues to work as much as he does now, I am sure that his future will be as bright as his present.
Diogo Palma
Frederico is a very focused, skillful and curious professional. He's a fast-learner and has the right atitude, he's a team player and can adapt to new situations. We really enjoyed to have him on the team.
Credentials
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Fundamentals Online Workshop
Management 3.0Sep, 2022- Oct, 2024 -
Principles Of Digital Marketing
GoogleFeb, 2020- Oct, 2024 -
Sequence Models
CourseraFeb, 2020- Oct, 2024 -
Sequence Models for Time Series and Natural Language Processing
CourseraFeb, 2020- Oct, 2024 -
DAT236x: Deep Learning Explained
MicrosoftJan, 2020- Oct, 2024 -
Bootcamper
Pitch BootcampApr, 2018- Oct, 2024 -
Rugby Coach - First Degree
Federação Portuguesa de RugbyAug, 2015- Oct, 2024 -
First Certificate in English
British CouncilDec, 2012- Oct, 2024 -
Intro to TensorFlow for Deep Learning
Udacity
Experience
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2iQ
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Germany
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Financial Services
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100 - 200 Employee
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Quantitative Developer
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Jan 2022 - Present
Tech stack: Python3 · CI/CD · Kubernetes · Docker · NATS.io · gRPC · Grafana · Prometheus.• Implemented new low- and mid-frequency equity and crypto event-driven strategies.• Built backtesting engine to assess portfolio performance and risk.• Lead systematic data ingestion team (4 juniors) and developed team’s CI/CD pipeline.
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Software Engineer
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Jan 2021 - Dec 2021
Tech stack: Python3 · Kubernetes · ClickHouse · Aerospike · gRPC · Protobuf · JSON · Grafana · Prometheus.• Developed data virtualization layer with micro-services handling real-time data, and satisfying in-memory analytics with unlimited scalability and high availability requisites.• Developed symbols mapping tool capable of resolving identifiers for entities in Compustat, S&P BMI, S&P Capital IQ, FIS Astec, SEC EDGAR, eFD, Kraken, Binance, OpenSea, ImmutableX, etc.
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Data Engineer
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Jul 2020 - Dec 2020
Tech stack: Python 3 · PostgresSQL · MS SQL Server · Docker · NATS.io · Grafana · Prometheus.• Implemented and containerized data pipeline to validate and classify insider transactions from 60+ jurisdictions. Application includes point-in-time capabilities, notifications to other systems, alert and monitoring metrics.• Institutional clients point of contact on the usage of insider transactions data and proprietary models.
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Instituto Superior Técnico
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Portugal
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Sep 2018 - Feb 2019
• Lectured Information Systems and Databases course to 3 Engineering M.Sc.’s. • Responsible by 4 classes of 1.5H plus 3H of office hours per week, with ∼30 students each • Graded 120+ students having evaluated projects and exams. • Lectured Information Systems and Databases course to 3 Engineering M.Sc.’s. • Responsible by 4 classes of 1.5H plus 3H of office hours per week, with ∼30 students each • Graded 120+ students having evaluated projects and exams.
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Education
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2017 - 2020
Instituto Superior Técnico
M.Sc., Computer Science and Engineering -
2013 - 2017
Instituto Superior Técnico
B.Sc., Computer Science and Engineering
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