Reynaldo Huaman Valenzuela
@reynaldohuamanvalenz
Junior Data Scientist building Python/SQL, ML, and LLM-powered products from real-world field data.
What I'm looking for
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
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%.
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.
M&E Planning Consultant
Centro Bartolomé de Las Casas
Oct 2021 - Dec 2025 (4 years 2 months)
Supported M&E planning through the design of monitoring systems and field reporting workflows, including KoboToolbox-based monitoring. Contributed to transparency of field KPI reporting via an interactive RStudio dashboard for stakeholders.
Education
Degrees, certifications, and relevant coursework
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
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).
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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