đź’ˇ Featured Projects
đź’ˇ Featured Projects
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Supply Chain Data Processing System
Supply Chain Data Processing System
Developed a system that efficiently processes high-volume supply chain data, with a primary focus on streaming order data, by utilising an appropriate integration of advanced big data technologies...
Tourism and Waste Management: KGE
Tourism and Waste Management: KGE
This project builds a knowledge graph (KG) that provides insights into the relationship between tourism and waste management in the Province of Trento, Italy. The KG supports stakeholders such as tourists, facility owners, policymakers, and researchers...
Data Engineering Best Practices
Data Engineering Best Practices
This project implements an industrial-level data infrastructure solution for a city traffic department to efficiently collect, store, and analyse traffic data captured by swarm UAVs (drones) and static roadside cameras. The primary objective was to create a scalable data warehouse architecture capable of hosting vehicle trajectory data extracted from...
Route Optimization and Recommendation System: Data Mining Project
Route Optimization and Recommendation System: Data Mining Project
The project addresses discrepancies in logistics, focusing on drivers deviating from planned routes and load specifications. Its goal is to minimize these deviations by recommending optimal standard routes based on drivers’ actual behavior and preferences. This includes generating company-wide standard routes, personalized route lists for each driver, and identifying ideal routes per driver...
High Performance Computing Projects
High Performance Computing Projects
High Performance Computing
High Performance Computing
This project uses MPI and OpenMP parallelization techniques to implement the Harmony Search Algorithm in a cluster.
Data Engineering Best Practices
Data Engineering Best Practices
This project implements an industrial-level data infrastructure solution for a city traffic department to efficiently collect, store, and analyse traffic data captured by swarm UAVs (drones) and static roadside cameras....
Knowledge Graph - Tourism and Waste Management
Knowledge Graph - Tourism and Waste Management
Built a knowledge graph providing insights into the relationship between tourism and waste management in Trento, Italy. Created system supporting...
Data Engineering Projects
Data Engineering Projects
Supply Chain Data Processing System
Supply Chain Data Processing System
Developed a system to efficiently process high-volume supply chain data, focusing on streaming order data. Created real-time KPI dashboards and demand...
Data Engineering Best Practices
Data Engineering Best Practices
This project implements an industrial-level data infrastructure solution for a city traffic department to efficiently collect, store, and analyse traffic data captured by swarm UAVs (drones) and static roadside cameras....
Knowledge Graph - Tourism and Waste Management
Knowledge Graph - Tourism and Waste Management
Built a knowledge graph providing insights into the relationship between tourism and waste management in Trento, Italy. Created system supporting...
Text-to-Speech Data Collection Pipeline
Text-to-Speech Data Collection Pipeline
Designed and implemented a pipeline for speech data collection to train and deploy language models. Created system to make AI assistants more user-friendly by processing audio input from various sources..
Route Optimization and Recommendation System: Data Mining Project
Route Optimization and Recommendation System: Data Mining Project
The project addresses discrepancies in logistics, focusing on drivers deviating from planned routes and load specifications. Its goal is to minimize these deviations by recommending optimal standard routes based on drivers’ actual behavior and preferences...
Data Analytics / Machine Learning / AI Projects
Data Analytics / Machine Learning / AI Projects
Dynamic Creative Optimization
Dynamic Creative Optimization
This project focuses on leveraging deep learning-based computer vision techniques to optimise creative content in mobile advertising. The project covers end-to-end automation—from data pipeline development to model deployment and monitoring.
Causal Inference Modelling
Causal Inference Modelling
This project implements causal inference on real business data, to understand demand distribution and make business decisions. Causal inference is the process of determining the independent, actual effect of a particular phenomenon ...
Sales Prediction - Rossman Pharmaceuticals
Sales Prediction - Rossman Pharmaceuticals
This project Applies machine learning to forecast sales in pharmaceutical retail based on a real-world business problem from Kaggle. Created models to estimate..
Intelligent Job Recommendation System
Intelligent Job Recommendation System
This project develops an intelligent job recommendation system using large language model (LLM) to extract key entities from job descriptions, addressing the limitations of traditional keyword-based matching systems.
Fine-Grained Image Classification
Fine-Grained Image Classification
This project aims to evaluate and enhance two state-of-the-art deep learning models to classify fine-grained images without part-based annotations, using only raw images and labels of benchmark and evaluation datasets.
Links Between Physical Activity and Sleep Patterns
Links Between Physical Activity and Sleep Patterns
This project focuses on leveraging deep learning-based computer vision techniques to optimise creative content in mobile advertising. The project covers end-to-end automation—from data pipeline development to model deployment and monitoring.
Upcoming Projects
Upcoming Projects
Advanced Social Network Analysis
Advanced Social Network Analysis
This project aims to analyse social network data to identify the features that contribute to higher centrality and popularity within the network.
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