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Robert Arustamyan

@robertarustamyan

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Aspiring data scientist with a focus on machine learning applications.

Austria

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What I'm looking for

I am looking for opportunities that foster growth in data science and machine learning.

I am a dedicated and passionate aspiring data scientist currently pursuing my education in Industrial Data Science at Montanuniversität Leoben. My academic journey has equipped me with a solid foundation in software engineering and data analysis, which I have applied in various projects and internships.

During my internship at IDBank, I conducted extensive research on apartment price forecasting, utilizing advanced statistical techniques and machine learning models such as LSTM and Prophet. My work involved analyzing key variables and their interactions to predict future trends, showcasing my ability to apply theoretical knowledge to real-world challenges.

In addition to my internship experience, I have developed several projects, including a Diabetes Prediction Application and an Image Processing REST API, both leveraging Python and Flask. These projects highlight my technical skills and my commitment to creating user-friendly applications that address practical problems.

Experience

Work history, roles, and key accomplishments

Innovation and Strategy Unit Intern

IDBank

Nov 2023 - Jan 2024 (2 months)

Conducted extensive research on factors influencing apartment prices and developed forecasting models using LSTM, Prophet, and BVAR. Also performed interest rate and consumer loan portfolio forecasting using regression techniques for a Central Bank report.

Pandas Excel Prophet Statistical Modeling

Diabetes Prediction Application Developer

Self Employed

Aug 2023 - Sep 2023 (1 month)

Developed a user-friendly web application for diabetes prediction, allowing users to input health metrics. Implemented feature engineering and deployed a prediction model using Random Forest and Flask.

Python Flask Pandas Web Application Development Machine Learning

Image Processing Rest API Developer

Self Employed

Jul 2023 - Aug 2023 (1 month)

Created an API for image processing tasks including color replacement and grayscale conversion. Utilized Flask and Pillow for image manipulation and Base64 encoding for data handling.

Python Flask Image Processing Base64 Swagger Web Development API Development

English Learning Application Developer

Self Employed

Mar 2023 - Apr 2023 (1 month)

Developed an English learning application with a JSON database of word pairs. Implemented a logic to retrieve random words and transformed them into an API format.