Developed large-scale time series and optimization models for airlines, mining, and beverage clients.
Led a high-impact mining project in Chile, increasing water recovery by 10% and saving ~25,000 tons of water daily.
Received an “AI Hero” award for client value creation.
Built a fully automated end-to-end forecasting tool in Python, cutting monthly software costs and boosting forecast accuracy from ~45% MAPE to ~25%.
Designed generative AI chatbots (LangChain + GPT) for e-commerce support.
Pioneered an out-of-stock (OOS) prediction model, reducing lost sales by ~15%.
Focus on HR tech solutions via generative AI—streamlining candidate screening, applicant ranking, and reference checks.
Building new charts to extract analytical insights.
Working in the creation of an AI-driven CV Extraction Tool for more data-driven hiring decisions.
Mining Optimization in Chile
Enhanced water recovery in tailings, 30K weekly savings, increasing water recovery by 10%, saving ~25,000 tons of water daily.
End-to-End Forecasting
Automated pipeline for 7,000+ items, daily sales info + ML, reducing weekly MAPE and bias.
Generative AI Chatbot for Automated Data Insights
Allowed a chatbot to generated SQL queries to retrieve results from company databases (LangChain+ SQL DB +Streamlit).