Projects
Selected data, AI, and software projects spanning research and production systems.
Enterprise Information Retrieval using Semantic Search
A scalable patent retrieval system using Latent Semantic Indexing, Latent Dirichlet Allocation, Apache Spark, and Gensim to improve search relevance across large patent collections.
Sequential Music Recommender System for Multilingual Users
An LSTM-based recommendation system that models listening patterns to provide personalized recommendations across multiple languages and music genres.
DeepRL-Based Clinical Decision Support
A deep reinforcement learning system for generating policy-driven recommendations to support decision-making in emergency-room sepsis treatment.
Predictive Process Monitoring with Memory-Augmented Neural Networks
A process-aware recommender system using Memory-Augmented Neural Networks to provide real-time operational support during business process execution.
Geospatial and Temporal Mobility Analysis
An analysis of Rome taxi trajectories to uncover mobility patterns and demonstrate how location and time-series data can support practical urban insights.