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docs/Projects/projects.md

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# __Projects__
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## Transit Network Redesign
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### Fundação Getúlio Vargas (FGV)/Brazil (2024)
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Supporting strategic technical decision-making in Intelligent Transport Systems and advanced data analysis. Responsibilities include updating and restructuring the metropolitan network modeling and public passenger transport systems for the Porto Alegre Metropolitan Region. A key goal is to develop a comprehensive bid for implementing these technological improvements. This $1M USD project is led by Principal Investigator Dr. Ciro Biderman under Contract SECON Nº 22343/2023.
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## Automated Fare Collection and ABT System Design
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### Fundação Getúlio Vargas (FGV)/Brazil (2023)
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Designed the technical and functional architecture for transitioning from a closed-loop to an open-loop payment system with Account-Based Ticketing (ABT) services for EPTC in Porto Alegre, Brazil. This $390K USD project, led by Principal Investigator Dr. Ciro Biderman under Contract SECON Nº 82352/2023, aimed to modernize fare collection systems and enhance passenger experience.
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Link: <https://dopaonlineupload.procempa.com.br/dopaonlineupload/4726_ce_20230328_executivo.pdf>
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## Big Data for Sustainable Urban Development
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### Fundação Getúlio Vargas (FGV)/Brazil (2021)
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Collaborated with the Getulio Vargas Foundation (FGV-Brazil), Inter-American Development Bank (IDB), and Waze to develop a city-to-street-level congestion indicator. Designed and implemented a real-time traffic monitoring dashboard for São Paulo (Brazil), Montevideo (Uruguay), Quito (Ecuador), Xalapa (Mexico), and Miraflores (Peru). This initiative was part of the "Big Data for Sustainable Urban Development" project, led by Principal Investigator Dr. Ciro Biderman, to
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enhance urban mobility and decision-making through advanced data analytics.
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Link: <https://publications.iadb.org/publications/english/document/Big-Data-for-Sustainable-Urban-Developement.pdf>
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## TransitCenter Equity Dashboard
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## Transit Equity Dashboard
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### Transit Center/ USA (2021)
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Contributed to a $100K USD project led by Prof. Alex Karner, focusing on comprehensive transit access and equity analysis across seven U.S. major urban areas. Led the technical development and created a Python-based Fare Calculator system, a key component of the transit access score calculation, to support equity-focused transit planning.
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