Diana MARUSIC

About me

I am a passionate Machine Learning Engineer with extensive Web Development experience, dedicated to using technology to create a meaningful impact and shape a better world. I specialize in creating innovative AI solutions to address real-world challenges. I am proficient in Python, TensorFlow, PyTorch, and HuggingFace, with expertise in Large Language Models (LLMs), Small Language Models (SLMs), generative AI, neural networks, deep learning, explainable AI, as well as other advanced machine learning and AI algorithms.

Fueled by curiosity and being highly adaptabile to new environments, I focus on continuous improvement and excel as a collaborative team player, ensuring effective communication and delivering high-quality work. Grounded in the belief that technology should serve humanity with integrity and foresight, I am committed to shaping a future where AI not only advances technological frontiers but also improves people's lives and our planet's well-being. I thrive in dynamic environments where innovation meets responsibility, driving forward initiatives that embody both technical excellence and leadership.

Email: marusicdiana@gmail.com

Github: https://github.com/mdiannna

LinkedIn: https://www.linkedin.com/in/diana-marusic/

Download my resume

Skills

Machine Learning

From classical to advanced machine learning models, using frameworks like PyTorch, Tensorflow, Keras.

LLMs

Fine-tuning custom models on specialized hardware, using HuggingFace transformers. Prompt engineering.

Web Development

Backend: Python, FastAPI, Django. Frontend: Vue.js, Bootstrap.

Linux

Ubuntu user for more than 10 years. Developing custom software

Data Analytics

Spark, Hadoop, ElasticSearch

Databases

MongoDB, SQL, PostgreSQL, MySQL.

Programming

Using various programming languages, from Python to C, C++, R and JavaScript.

Containerized applications

Using Docker and Docker Compose

Github

Using Git for version control, including branching, merging, and resolving conflicts.

Portfolio

Some open source projects that I am proud of

See more projects on https://github.com/mdiannna