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Meredith Riofrio ZambranoMZ
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Meredith Riofrio Zambrano

@meredithriofriozambr

Information Systems Engineer with experience in software development, data analytics, and applied AI (APIs, ML, NLP, RAG, SQL, Python, Power BI).

Ecuador
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I’m an Information Systems Engineering graduate based in Quito, Ecuador, with experience across software development, data analysis, QA, and applied AI. At Pink’s Sakura Spa, I develop a responsive service catalog and appointment-booking experience using React, Python/FastAPI, REST APIs, and MySQL. I also use SQL, Python, and Power BI to analyze booking activity, cancellations, repeat visits, and customer inquiries.

Previously, at Ciro Contable, I built reusable Vue.js/Vuexy components and integrated REST APIs for accounting workflows. During my QA and Technology internship at Golden Companies, I designed a GitLab-SonarQube workflow for automated static code analysis and created scripts and test plans to validate it.

My projects combine software engineering with data and AI. I analyzed 9,715 IT support tickets, identifying 26 themes and 14 subtopics, and developed a RAG help-desk prototype with React, FastAPI, multilingual embeddings, ChromaDB, and Gemini. I also built an imbalanced fraud-risk workflow on 6,313 records; in the holdout evaluation, its top 10% review queue captured 70.5% of fraud cases. Other work includes cross-platform social listening and visual reporting, a Flask and MongoDB voting system, and a C#/.NET hotel-management application.

My skills include Python, JavaScript, TypeScript, C#, React, Vue.js, FastAPI, Flask, REST APIs, SQL, MySQL, PostgreSQL, MongoDB, Power BI, Tableau, and machine learning and NLP tools. I’m interested in building useful products and data workflows with collaborative teams, especially where software, analytics, and AI come together.

Experience

Work history, roles, and key accomplishments

CC

Front-End Developer

Ciro Contable

Apr 2024 - Jun 2024 (2 months)

Integrated REST APIs to retrieve, validate, and dynamically render customer, service, quotation, and invoicing data. Performed data validation and cleaning across business workflows to ensure data integrity and accurate reporting.

Education

Degrees, certifications, and relevant coursework

Universidad Central del Ecuador logoUE

Universidad Central del Ecuador

Information Systems Engineering, Information Systems Engineering

Graduated in July 2026 with a degree in Information Systems Engineering, specializing in Data Analytics.

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