Danut M.

Danut M.

Machine Learning Engineer

Romania
Trusted member since 2023
5 years of experience

He leverages his knowledge in computer science, statistics, and data analysis to develop algorithms and models capable of learning and making predictions or decisions from extensive datasets.

Danut collects and preprocesess data, ensuring its quality and compatibility with the chosen algorithms. He selects and configures machine-learning frameworks, libraries, and tools to construct robust and scalable models. In addition, he conducts experiments to train and fine-tune machine learning models, consistently iterating on their performance and optimizing them for various criteria, including accuracy, speed, and other desired outcomes.

Main expertise

Data Science5 years
Machine LearningMachine Learning5 years
NumPyNumPy5 years
PandasPandas5 years
2+

Experience3

Deutsche Bank

Machine Learning Engineer

Deutsche Bank
Apr 2022 · 4y
  • Benchmarked and augmented different recommendation algorithms on financial data using Numpy, Pandas, and scikit-learn
  • Designed and implemented a PySpark pipeline for daily predictions, including logging and monitoring components.
Bittnet Training

Course Instructor

Bittnet Training
Jan 2022 · 4y 3m
  • Delivered courses on Machine Learning concepts, covering Python libraries such as NumPy, Pandas, Keras, Matplotlib, and Seaborn.
  • Delivered courses on DevOps concepts, covering technologies like Kubernetes, Docker, Terraform, and Ansible.

Researcher

CRC MINES
Jul 2020 - Mar 2022 · 1y 8m
  • Created an LSTM model in Keras to detect anomalous varnish phenomena by predicting the expected time evolution of air compressor parameters.
  • Utilized OpenPose and OpenCV to design a robust, automated repetition counting system for assessing squats performed by athletes.
  • Developed various solutions for CT and PET scans, including 2D image registration, 3D point cloud registration, brain segmentation, blob detection, image fusion, and 3D visualization. This was achieved using Numpy, OpenCV, and Scikit-image.

Assessments

Engineering excellence

Danut’s overall performance in a 90-minute live technical assessment ranks in the top 5% of vetted Machine Learning Engineers at Proxify.

Education

PUO
Polytehnic University of Bucharest
Computer and Network Security2020 - 2022
PUO
Polytehnic University of Bucharest
Computer Engineering2016 - 2020

Stop browsing.
Get matched faster.