R. Indira Valentina Réquiz
Data & Analytics Manager · AI Lead · Digital Transformation Consultant
Buenos Aires, Argentina · Open to remote opportunities
About
I build data infrastructure and analytical systems that organizations actually use to make decisions.
6+ years of international experience across the US, Mexico, Argentina, and China — leading data teams, designing data warehouses from scratch, coordinating AI/ML pipelines, and bridging the gap between technical execution and strategic impact.
My background is unusual: I started as a linguist and literature researcher, moved into software development, and found my zone in data architecture and applied AI. That combination gives me something most data professionals don't have — the ability to model complex systems and communicate them clearly across technical and non-technical audiences.
What I work with
Data & Analytics
Python · R · SQL · Power BI · Looker Studio · SPSS
Data Engineering
SQLAlchemy · Alembic · Pydantic · ETL design · Data Warehouse architecture · Alchemer
AI & Machine Learning
TensorFlow · PyTorch · Scikit-learn · Keras · Databricks · Azure ML
Development & Infrastructure
PostgreSQL · MongoDB · Docker · AWS · Azure · Git · Streamlit · Shiny
Methods
Scrum · Kanban · Agile · Technical team leadership
Selected work
Selected work
| Project | Description | Stack |
|---|---|---|
| Organizational Knowledge Harness | Knowledge graph platform for organizational context. NM_graph stability metric, Git-native versioning, multi-agent architecture | Python · Streamlit · NetworkX · Gemini API |
| LOF — Learning Optimization Framework | Open protocol that builds a cognitive profile from how you interact and adapts how it teaches accordingly. 5 dimensions grounded in Paivio, Kolb, Bruner, Zimmerman | Claude API · Prompt Engineering · Cognitive Science |
| Agentic Governance Framework | Framework for governing AI agents in enterprise contexts. Core thesis: infrastructure is the bottleneck, not model capability | Python · LangGraph · AI Governance |
| Seldon Corporate | Organizational resilience model inspired by psychohistory. Q(t) metric validated on 40 cases, predicts rupture 1–6 years ahead of financial indicators | Python · pandas · scikit-learn |
| Libros sobre China en España | Interactive dashboard of 736 Chinese→Spanish translations published in Spain (1592–2021) | Python · Streamlit · Plotly |
| automate-kit | 12 automation scripts across data, APIs, DevOps, AI and admin agents | Python · Claude API · Gmail API |
| E-Commerce Intelligence Pipeline | Multimodal product classification with zero-shot CLIP + multilingual NLP + SQLite DW | PyTorch · CLIP · HuggingFace |
| Retail Data Warehouse | End-to-end ETL pipeline, star schema dimensional model and KPI queries for a retail business | Python · SQL · SQLite |
| Banco Meridian | Multi-source banking data integration pipeline with fraud detection and multi-currency normalization across 3 countries | Python · SQL · SQLite |
| PDF to Text Tool | Document processing app | Python · Streamlit |
| ER120 Resizer | Data resizing tool | R · Shiny |
| ITC Project | Web interface | HTML · CSS · JS |
| Baringongju | Interactive narrative game | — |
Research & Publications
- Korean Literature — Hernández Cueto, Réquiz, Hernández. Editorial UAN, 2024.
- Korean Migration to Venezuela: K-move — Cuadernos de Corea, 2022.
- Devouring the Hallyu — Revista Mundo Asia Pacífico, Vol. 8 No. 14, 2019.
- Traces of the Korean War in Latin American Literature — IDICSO, 2021.
Languages
Spanish (native) · English (B2–C1) · Portuguese (C1) · French (B2) · Italian (B2) · German (B2) · Korean (TOPIK 2) · Mandarin (HSK 1)