Synergy at the frontier: decoding complex systems through economic logic and artificial intelligence.
Economics @ PUCP | CFO @ Nonhuman | CTO @ Magnus Consulting | President @ SINAPSIA
As a PUCP economist and AI enthusiast, my career is defined by an uncommon duality: financial precision and technical boldness. I navigate complex systems — whether in code, in markets, or in ocean waves. I constantly seek the synergy between economic logic and human impact.
Hybrid CNN (ResNet/VGG) + fine-tuned LLM system for pneumonia detection and automated radiology report generation. Pilot system for EsSalud's rural telemedicine network. Built on ChestX-ray14, RSNA, and Kaggle public datasets.
AI assistant for real-time transcription and structuring of clinical SOAP notes. Formally recognized by INDECOPI (Peru's IP authority) and donated to EsSalud for deployment in public health centers nationwide.
Enterprise demand forecasting platform using wavelet decomposition + DLinear, TCN, LightGBM, XGBoost, and MLP ensembles. Includes Atlas, an AI agent (LangGraph / LangChain / Mistral Devstral) for natural-language interaction with forecast results. CTO & Co-founder @ Magnus GC Consulting.
Co-founding member and CFO of an AI research community focused on embodied intelligence, autonomous robots, and reinforcement learning. Building the institutional and financial foundation for frontier AI research in Latin America.
Data Science Specialist at Peru's Directorate General of Medicines. Applied machine learning and statistical analysis to support pharmaceutical regulation and national public health policy decisions.
Published research examining the determinants of income inequality across Latin America using panel data methods. Variables include the Gini index, GDP per capita, inflation, and education. Published in Economica, the economics student journal of PUCP.
Download PaperEssay submitted to the Premio Julio Velarde competition (Cámara de Comercio de Lima). Measures the greenium in Peru's sovereign bond market, analyzes the BCRP's role in sustainable finance, and proposes monetary and regulatory policy instruments for the green transition.
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