CAREER & PROJECTS

• 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).