Experience

Faculty of Computer Science, Alexandru Ioan Cuza University of Iasi

• Software Development
• 1 - 100 Employee

• Teaching Collaborator

  • Feb 2023 - Present

  'Numerical Calculus', BSc, 3rd year, 2nd term, two laboratories/groups of students 'Numerical Calculus', BSc, 3rd year, 2nd term, two laboratories/groups of students



Amazon

• United States
• Software Development
• 700 & Above Employee

• Applied Science Intern

  • Sep 2022 - Dec 2022

  Organization: Product Safety and Compliance (PSC Tech) I constructed a baseline model that creates a 3D representation from multi-view data: grayscale and RGB images and point clouds. Two subproblems investigated are: - linking the 3D points in the point clouds to the 2D image pixels. - salient object detection: we used a model called "TRACER"; we fine-tuned it with our labeled dataset. Technologies: 3D software (MeshLab), Python (PyTorch, Jupyter Notebook), AWS EC2 (deploy code from PyCharm directly to EC2), Sagemaker (Labeling job, Training job), S3



accesa.eu

• Romania
• IT Services and IT Consulting
• 700 & Above Employee

• Java Software Engineer Intern

  • Jul 2022 - Sep 2022

  I worked on a team of 7 Java interns with 4 mentors using the Agile methodology. We created a REST API for a low-code/no-code platform for data science, which supported classification and regression pipelines (data source, transformations, predictions) for tabular data. The ML code was run in Python. Technologies: Java, Spring, Databases (Spring Data, Liquibase), Git, Docker (compose), Google Cloud (BigQuery), Python, Jupyter Lab I worked on a team of 7 Java interns with 4 mentors using the Agile methodology. We created a REST API for a low-code/no-code platform for data science, which supported classification and regression pipelines (data source, transformations, predictions) for tabular data. The ML code was run in Python. Technologies: Java, Spring, Databases (Spring Data, Liquibase), Git, Docker (compose), Google Cloud (BigQuery), Python, Jupyter Lab



Faculty of Computer Science, Alexandru Ioan Cuza University of Iasi

• Software Development
• 1 - 100 Employee

• Teaching Collaborator

  • Oct 2021 - May 2022

  'Machine Learning', BSc, 3rd year, 1st term, four seminars/groups of students 'Numerical Calculus', BSc, 3rd year, 2nd term, two laboratories/groups of students 'Machine Learning', BSc, 3rd year, 1st term, four seminars/groups of students 'Numerical Calculus', BSc, 3rd year, 2nd term, two laboratories/groups of students



Amazon

• United States
• Software Development
• 700 & Above Employee

• Applied Science Intern

  • Jul 2021 - Oct 2021

  Organization: Customer Behavior Analytics I constructed a model that learns conditional distributions for regression problems. I used a Mixture Density Network (MDN) model. Technologies: Python (TensorFlow, PySpark), AWS EMR, Sagemaker, Zeppelin, S3 Organization: Customer Behavior Analytics I constructed a model that learns conditional distributions for regression problems. I used a Mixture Density Network (MDN) model. Technologies: Python (TensorFlow, PySpark), AWS EMR, Sagemaker, Zeppelin, S3



Faculty of Computer Science, Alexandru Ioan Cuza University of Iasi

• Software Development
• 1 - 100 Employee

• Teaching Collaborator

  • Oct 2020 - Feb 2021

  'Machine Learning', BSc, 3rd year, 1st term, three seminars/groups of students

• Research Assistant/Programming Analyst

  • Feb 2020 - Feb 2021

• Teaching Collaborator

  • Oct 2019 - Feb 2020

  'Machine Learning', BSc, 3rd year, 1st term, three seminars/groups of students



Faculty of Computer Science, Alexandru Ioan Cuza University of Iasi

• Software Development
• 1 - 100 Employee

• Research Assistant/System Engineer

  • Nov 2017 - Jun 2019

• Teaching Collaborator

  • Oct 2018 - Feb 2019

  'Machine Learning', BSc, 3rd year, 1st term, three seminars/groups of students

• Teaching Collaborator

  • Oct 2017 - Feb 2018

  'Machine Learning', BSc, 3rd year, 1st term, three seminars/groups of students



RomSoft

• Romania
• IT Services and IT Consulting
• 1 - 100 Employee

• Programmer Intern

  • Jul 2016 - Sep 2016

  I contributed to a project involving real estate data from USA. I used the R programming language and applied some Machine Learning models. The project was in collaboration with the Faculty of Computer Science within 'Alexandru Ioan Cuza University' of Iasi. I contributed to a project involving real estate data from USA. I used the R programming language and applied some Machine Learning models. The project was in collaboration with the Faculty of Computer Science within 'Alexandru Ioan Cuza University' of Iasi.