Claudiu Acsinte

I work as a researcher and engineer consultant. I focus on various computer vision tasks such as object detection, person re-identification and depth estimation. My activities include:

- data collection, analysis, filtering and cleaning

- definition of model architectures and training pipelines

- validation in real case scenarios

- optimization for edge AI devices

• Researching new ML models for fraud detection
• Validating existing models on production
• Analyzing data using MongoDb and AWS services
• Presenting results and KPIs

• Worked with a Python library for training a deep neural network in tensorflow
• Experiments and data analysis
• Used tools from Information Geometry to improve performances: thesis research topic

• Organisation of meetings, open-days and fairs with the goal of explaing the offer of Trento's University
• Individual interviews with students in order to help them understand their personal attitudes

• Assigned homeworks, exercises and exam simulations, both in traditional form and with softwares like Matlab Grader
• Private lessons, in university structures but also online