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Reynaldo Huaman ValenzuelaRV
Open to opportunities

Reynaldo Huaman Valenzuela

@reynaldohuamanvalenz

Junior Data Scientist building Python/SQL, ML, and LLM-powered products from real-world field data.

Peru
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What I'm looking for

I’m looking for a team where I can grow as a Junior Data Scientist—building Python/SQL pipelines, dashboards, and ML/LLM applications (semantic search, retrieval, recommendations) with real ownership from prototype to production.

I’m a Junior Data Scientist with a background in quantitative economics and 4+ years of professional experience analyzing field data with R. Recently, I completed Le Wagon’s Data Science & AI bootcamp (May 2026) to expand into Python, SQL, and the modern data stack through hands-on projects.

In my recent role in Monitoring & Evaluation, I designed and implemented end-to-end data collection pipelines for field operations, managing structured databases in R to produce periodic reports for international funders. I built interactive RStudio dashboards for field KPIs, led data cleaning/validation/quality assurance, and designed data capture forms and monitoring methodology that achieved 90% field action verification across 4 simultaneous projects. I also implemented a KoboToolbox-based monitoring system that increased field activity verification efficiency by 50%.

I now channel that analytical foundation into technical products: in “Game-On,” I led full deployment and LLM integration for a semantic video game search engine over 30,000 Steam games. I built the semantic search using Sentence Transformers with a hybrid ranking approach, integrated Groq (LLaMA 3) for personalized recommendations and explanations, and deployed with a FastAPI backend on GCP and a Streamlit frontend—bridging data preprocessing through to production.

Experience

Work history, roles, and key accomplishments

CC

Monitoring & Evaluation Manager

Centro Bartolomé de Las Casas

Oct 2021 - Dec 2025 (4 years 2 months)

Designed and implemented end-to-end data collection pipelines for field operations, managing structured databases in R to produce periodic reports for international funders. Built KPI dashboards in RStudio and implemented a KoboToolbox monitoring system to improve field activity verification efficiency by 50%.

CC

M&E Planning Assistant

Centro Bartolomé de Las Casas

Oct 2021 - Dec 2025 (4 years 2 months)

Managed structured data for field monitoring and reporting, performing data cleaning, validation, and quality assurance prior to analysis. Designed data capture forms and a monitoring methodology manual supporting 90% field action verification across four simultaneous projects.

Education

Degrees, certifications, and relevant coursework

Le Wagon logoLW

Le Wagon

Data Science & AI Bootcamp, Data Science & AI

2026 - 2026

Completed Le Wagon's Data Science & AI Bootcamp (360 hours), covering data analysis, statistics, machine learning/deep learning workflows, and MLOps.

Universidad Nacional San Antonio Abad del Cusco logoUC

Universidad Nacional San Antonio Abad del Cusco

Bachelor's Degree in Economics, Economics

2013 - 2018

Earned a Bachelor's degree in Economics from Universidad Nacional San Antonio Abad del Cusco (2013–2018).

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