
Hi 👋, I'm Olaru Marius-Alexandru
A passionate software developer from Romania interested in Deep Learning & Machine Learning.
Education
"Alexandru Ioan Cuza" University of Iași, România
Research Master - Computer Science
October 2025 – July 2027
Relevant Coursework
- Advanced Chapters on Neural Networks
- (Advanced Chapters on) Artificial Vision
- Deep Learning with Applications in NLP
- Programmatic Aspects for Cloud Service Engineering - AWS
- Data Mining
- Big Data
"Alexandru Ioan Cuza" University of Iași, România
Bachelor’s Degree in Computer Science
October 2022 – July 2025
Relevant Coursework
- Neural Networks (DNN)
- Machine Learning (ML)
- Artificial Intelligence (AI)
- PyTorch, NumPy, Python
- Data Structures and Algorithm Design
- Object-Oriented Programming (OOP)
- Databases
- Probabilities and Statistics
My personal projects
FlappyNet
- Time Period: dec. 2024 – ian. 2025
- Tech Stack: Reinforcement Learning · Deep Neural Networks (DNN) · Deep Q Networks (DQN) · PyTorch · Convolutional Neural Networks (CNN) · Object-Oriented Programming (OOP) · Deep Learning

Description
Implemented a Deep Q-Learning algorithm with Convolutional Neural Networks to train an AI agent to play Flappy Bird. Built using PyTorch, demonstrating advanced reinforcement learning techniques.

Advanced Analytics with Apache Spark
- Time Period: mar. 2025 - apr. 2025
- Tech Stack: PySpark · Apache Spark · Data Science · Big Data · Problem Solving · Apache Spark ML · MLLib

Description
Developed better the subtle concepts of Data Science using PySpark! Course supported by E.on Software Development that established the foundations of working with Big Data. This project aims to analyze the energy consumption of a group of fictitious consumers, over the course of a year, of an energy company, using the analysis techniques of the Apache Spark engine.

Bachelor Thesis Project
- Time Period: mar 2025 - jun 2025
- Tech Stack: Deep Neural Networks (DNN) · PyTorch · Convolutional Neural Networks (CNN) · Encoder-Decoder · Ultra-Light-Weight · Short-Time Fourier Transform (STFT) · Object-Oriented Programming (OOP) · Deep Learning

Description
Deep learning (Speech Enhancement) focused on improving the clarity of human language regardless of the patient's environment! In other words, this project will adjust and adapt in real time the hearing depending on the environment with the emphasis on the quality of the conversation.
Neural Networks Laboratories
- Time Period: sept 2024 - jan 2025
- Tech Stack: Deep Neural Networks (DNN) · PyTorch · NumPy · Reinforcement Learning · Convolutional Neural Networks (CNN) · Deep Learning · ResNet · Object-Oriented Programming (OOP) · Git · Python (Programming Language) · Pycharm · GitHub
Description
I have had a deep understanding and development of neural models, from tensors and fully connected Neural Networks to the most current and used today Convolutional Neural Networks and Residual Neural Network. I am currently active in understanding the concepts of Deep Learning through the application of Transformers.
Software Skills
Library
Library
Language
Library
Language
Language
Tool
Relational Db
Awards
First place at the International RoboChallenge Competition
- Category: Mini Sumo Kids
- Time Period: 03 nov. 2019
- Tech Stack: Embedded System · Arduino · C/C++ · Robotics

Description
Silver Medal at the Infomatrix International Competition
- Category: MiniSumo
- Time Period: 24 apr. 2019
- Tech Stack: Embedded System · Arduino · C/C++ · Robotics

Description

Silver Medal at the Infomatrix International Competition
- Category: Robotics LEGO Sumo
- Time Period: 14 may 2018
- Tech Stack: Embedded System · Arduino · C/C++ · Robotics
Description
Bronze Medal at the Infomatrix International Competition
- Category: Robotics LEGO Sumo
- Time Period: 01 may 2017
- Tech Stack: Embedded System · C/C++ · Robotics

Description
The finalist alliance in the FIRST Tech Challenge International Competition
- Time Period: 20 apr. 2019
- Tech Stack: Embedded System · Android · Robotics
Description
Volunteering
Association of Computer Science Students (ASII)IT Department Member
August 2022 – January 2025
Iași, România
- Led the organization of the national FIICode competition, showing a spirit for coordination, rigor, and planning.
- Expanded event to international audiences (+25%), secured BitDefender as an exclusive sponsor for the Capture The Flag area. Partnered with companies like Amazon, HEITS Digital, XWiki, Bytex, and Profidata.
- Contributed to the FIICode website using React. Gained hands-on experience with Git and GitHub.
- Selected among 15 students (from 200+) by GETA, a selective training division within ASII.
- Delivered training sessions on Git, GitHub, React, and public speaking. Represented FIICode through high school presentations.
FAQ's
Do you want to stay in touch?
Here are my contact details:
marius.alexandru.olaru@gmail.com
Phone Number
+40 737 421 575