Arda KAYMAZ
@ardakaymaz
Data Scientist with expertise in analytics and machine learning.
What I'm looking for
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.
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.
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.
Education
Degrees, certifications, and relevant coursework
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.
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.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Social media
Job categories
Skills
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