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Arda KAYMAZ

@ardakaymaz

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Data Scientist with expertise in analytics and machine learning.

Turkey

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What I'm looking for

I am seeking a role that fosters innovation and collaboration, where I can leverage my data science skills to drive impactful projects and contribute to a forward-thinking team.

I am a Data Scientist with over 5 years of experience in data analytics, statistical learning, and time-series analysis, complemented by more than a year in artificial intelligence, deep learning, and machine learning. My strong background in quantitative genetics and applied sciences has enabled me to successfully complete over 15 data science projects and publish 4 scientific papers.

In my recent role at Miuul, I developed a chatbot using advanced techniques like Retrieval-Augmented Generation (RAG) and prompt engineering to enhance user interactions. Previously, as a Data Analyst at Family Farm, I led projects that significantly improved operational efficiency and revenue growth, achieving a 35% increase in yield and a 42% boost in overall production through innovative statistical modeling.

Experience

Work history, roles, and key accomplishments

Data Scientist

Miuul

Jan 2024 - Sep 2023 (-1 years 8 months)

Developed a chatbot for technical support using fine-tuning on pre-trained models and Retrieval-Augmented Generation (RAG) to enhance response accuracy. Engaged in prompt engineering to optimize user interactions.

Chatbot Development Retrieval Augmented Generation (RAG)Prompt Engineering Technical Support

Data Analyst

Family Farm

Jun 2018 - Nov 2022 (4 years 5 months)

Led data projects focusing on advanced analysis and statistical modeling to improve operational efficiency and sustainability. Achieved significant yield increases and cost reductions through predictive analytics.

Data Analysis Statistical Modeling Predictive Analytics

Animal Science Intern

Kaanlar Food Industry and Trade Co.

Jun 2018 - Sep 2018 (3 months)

Gained hands-on experience in animal science and data analytics, assisting in data collection and analysis for livestock performance. Contributed to sustainability projects to optimize resource use.

Data Collection Phenotypic Data Analysis Data Driven Decision Making

Education

Degrees, certifications, and relevant coursework

ÇU

Çanakkale Onsekiz Mart University

Master of Science, Animal Science

2020 - 2022

Master of Science education focusing on statistics, data analytics, and quantitative genetics with a major in Animal Science and with a minor in Animal Breeding and Genetics. Led a research project, applied statistical methods, and conducted experiments to explain death risk, adaptability and survivability traits of animals.

ÇU

Çanakkale Onsekiz Mart University

Bachelor of Science, Animal Science

2015 - 2020

Bachelor of Science education with a major in Animal Science and minor in Animal Nutrition. Focused on the principles of animal science and nutrition, preparing for a career in the agricultural and animal husbandry sectors.