Projects
COVID-19 Data Platform in Metallurgical Plants
Developing a data-driven solution to assist the medical team in identifying high-risk sites.
Customer Shopping Behavior with Apriori Analysis
Analyzing customer purchase patterns using the Apriori algorithm to identify frequent store pairs.
RAG Chatbot with LangChain
Creating a chatbot using Retrieval-Augmented Generation to answer questions about my Master's degree thesis.
Geospatial Data Science for Customer Engagement
Using location data to determine user behavior and engagement for shopping mall visits and promotional campaigns.
Predictive Maintenance of Mining Trains
Developing predictive maintenance models to reduce mining train failures on-track.
Recommendation Engine for Retail Coupons
Boosting app engagement and sales with a personalized coupon recommendation engine.
Graph Analysis in App Navigation
Mapping user journeys with graphs to enhance engagement in multiple services app.
Creating Customer Personas of Loyalty Programs
Visualizing clients journeys in a loyalty program with customer personas.
Sentiment Analysis of Online Reviews
Using NLP to analyze trends and user sentiment of web-scrapped reviews.