Agustín Rico

Agustín Rico

$35/hr
Mathematical Engineering
Reply rate:
-
Availability:
Full-time (40 hrs/wk)
Age:
26 years old
Location:
Medellín, Antioquia, Colombia
Experience:
3 years
Agustín Rico MATHEMATICAL ENGINEER MEDELLÍN, COLOMBIA Profile I'm a Mathematical Engineer from Universidad EAFIT (Medellín, Colombia). My fields of expertise are Data Science (Analytics and Machine Learning) and Operations Research. I have extensive experience using Python, SQL, Power BI, MATLAB, and Gurobi. Employment History Operations Research Analyst (Freelancer), UpWork Remote from Medellín, Colombia Jul. 2021 — Present Contact -- Links LinkedIn UpWork Profile Portfolio Skills Machine Learning ~ I’m a freelancer at UpWork. My jobs have included coding development; design and implementation of optimization models and heuristic algorithms; and Machine Learning models. Data Analysis ~ I've earned ‘Rising Talent’ and ‘Top Rated’ badges, representing the top 10% of talent on Upwork. SQL Portfolio Optimization Engineer, Arnie San Francisco, USA (Remote from Medellín, Colombia) Python Power BI Operations Research MATLAB Mar. 2023 — Dec. 2023 ~ I’ve designed and implemented optimization techniques and algorithms to solve a highly constrained portfolio optimization problem. ~ Through this advanced formulation I achieved faster running times while maintaining optimal results. Machine Learning Intern, Intercolombia (ISA) Medellín, Colombia Jul. 2021 — Jan. 2022 ~ I interned in the Analytics and Machine Learning Department of the largest Colombian energy company. ~ I designed a Machine Learning model to predict electric failures based on heterogeneous maintenance report’s data. MATLAB Engineer, Parala Capital LLP London, UK (Remote from Medellín, Colombia) Nov. 2022 — Jun. 2023 ~ I ensured the reliability, accuracy, and efficiency of Parala’s portfolio optimization pipeline by scrutinizing its code for robustness, correctness, and overall well-being. Languages English – Professional Spanish – Native Education Mathematical Engineering (Applied Mathematics), Universidad EAFIT Medellín, Colombia Jul. 2017 — Nov. 2023 ~ B.Eng. in Mathematical Engineering (Applied Mathematics). My area of interest has been Operations Research and Data Science. I've taken special courses in Mathematical Finance and Machine Learning. ~ Principal author of the following research projects: 1. Mathematical Optimization Model and Heuristic Algorithm to minimize traveled distances by teams in the NBA (coauthored with Ph.D. Juan C. Rivera). 2. Mathematical Formulation for the Multi-Sport Event Scheduling Problem (coauthored with Ph.D. Juan C. Rivera). Courses Advanced Analytics/Machine Learning in Cloud Solutions, Universidad EAFIT Jul. 2021 — Jan. 2022 English for Adults, Universidad EAFIT Jul. 2016 — Apr. 2017 Extra-curricular activities Ultimate Frisbee Player I’m a high-performance Ultimate Frisbee player. I have participated in multiple international tournaments representing the Colombian national team.
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