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* [Overview](#overview)
* [Portfolio](#portfolio)
* [Services](#services)

## About Me

R&D Engineer - SoftServe
Project: Industrial IoT device development for visual data reading
Experience: My team and I developed a low-energy device with UI for calibration parts, which now can help factories automate receiving data from analogue gauges and make manual parts much more accessible. I was responsible for algorithm optimisation, creating the approach of reading the rotated gauges, benchmark dataset creation, recording and postprocessing, and algorithm benchmarking.

Project: Efficient Generative AI
Experience: During this project, my main research was the large language models optimisation and its impact on model accuracy and inference. Furthermore, I worked with AMD GPU for the pre-sale from Dell to find out how the different structures of GPUs impact the model inference after optimisation.

Project: Automatic Speech Recognition
Experience: The project's main idea is to develop a user-friendly pipeline to analyse childish speech and detect pronunciation issues. I was responsible for working with audio-to-text models and their usage in the pipeline and model training for the interaction with phonemes. Also, we were cooperating with the team from Nvidia to develop a similar pipeline using Nvidia Audio Effects.

Data Scientist/Analyst - The Parker Avery Group
Project: The Hypercube
Experience: I am responsible for developing the interaction between the user request to the AI Agent and Forcasting System, and further feedback creation. It includes response formulation and providing a necessary statistics in the form, which would be easy to understand for people, who works in retail sphere.

Project: Item matching
Experience: I developed the pipeline of computing the similarity of the items/products depending on their description, price and extracted size out of the description. For the embeddings I used the OpenAI API, which provided vectorisation of the necessary data with good accuracy.

## Skills

### [Python](https://jobicy.com/talent/python.md)[SQL](https://jobicy.com/talent/sql.md)[Machine Learning](https://jobicy.com/talent/machine-learning.md)[C++](https://jobicy.com/talent/c-plus-plus.md)[Data Analytics](https://jobicy.com/talent/data-analytics.md)

## Experience

R&D Engineer @ Softserve  2023 - 06-01      Data Scientist/Analyst @ The Parker Avery Group  2024 - 09-01

## Education

Ukrainian Catholic University  2022 - 09-01  Computer Science

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