Dedicated and results-driven professional with over 1 year of experience in the United States working at ImeBrands, specializing in data analysis and machine learning with a focus on Amazon, Walmart, and eBay data. Actively involved in optimizing marketing strategies, sales performance, and customer engagement through A/B tests and time series forecasting. Engineered ML algorithms for Buy Box prediction and utilized deep learning for basket analysis, product recommendation and conducted RFM and cohort analyses to segment customers. Additionally, brought 6 years of experience in the analysis and interpretation of complex biological data and statistical analysis. This required me to use a lot of data analysis techniques, which are very similar to those used in data analytics. Worked with big datasets, cleaned and processed the data, and used statistical methods and machine learning to find important patterns. Expertise in SQL, Tableau, and Power BI enables effective analysis, visualization, and communication of data-driven insights. Dedicated to leveraging advanced analytical techniques to drive business growth, optimize processes, and enhance decision-making.Experience encompasses machine learning, deep learning, NLP, and LLM using cutting-edge tools like Keras, TensorFlow, PyTorch, SciPy, Scikit-learn, and PySpark. Extensive background in intensive statistics and biological data modeling within the bioinformatics field. Additionally, adept at deploying models using platforms like Streamlit and Docker, with experience in AWS cloud systems for scalable and efficient data solutions.Committed to continuous learning and adapting to new technologies, ensuring a position at the forefront of the data science field.
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Data ScientistIme Brands May 2023 - May 2024United States- Utilized advanced analytical techniques and visualization tools to extract actionable insights from complex datasets, empowering stakeholders to make informed decisions.- Designed and executed A/B tests to evaluate the effectiveness of marketing strategies and advertisement optimizations, driving continuous improvement and optimization efforts.- Implemented KPI tracking systems to measure the effectiveness of marketing campaigns, optimize customer engagement strategies, and drive business growth.- Applied machine learning and deep learning algorithms, including classification, regression, clustering methods, RNN, CNN and time series analysis to solve business challenges such as order forecasting, price optimization, RFM analysis, and product recommendation.- Designed a chatbot for business demands, including product inquiries, checking product codes and prices, and assisting with internal business processes. -
Internet Data Quality AssessorAppen Butler Hill, Inc 2017 - 2023Assessing internet content quality through the evaluation of website functionality and information accuracy. Identifyied and reported discrepancies, consistently meeting and surpassing quality assurance targets. Leading to effective improvements in internet content quality. -
Research AssistantGebze Technical University 2010 - 2016- Utilized statistical methods and advanced computational tools in bioinformatics to analyze large-scale biological datasets and extract meaningful insights.- Conducted thorough exploratory data analysis (EDA) to identify patterns, trends, and correlations within biological data, informing research hypotheses and experimental designs.- Applied predictive modeling techniques and statistical algorithms to predict biological phenomena, such as protein structure and function, gene expression patterns and disease susceptibility, contributing to the advancement of biomedical research.
Ibrahim Koc Education Details
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Molecular Genetics -
Biomathematics, Bioinformatics, And Computational Biology
Frequently Asked Questions about Ibrahim Koc
What is Ibrahim Koc's role at the current company?
Ibrahim Koc's current role is Data Scientist | Machine Learning | Deep Learning | NLP | SQL | Python | Power BI | Tableau | Excel | Abap | Bioinformatician.
What schools did Ibrahim Koc attend?
Ibrahim Koc attended Gebze Teknik Üniversitesi, University Of Illinois Urbana-Champaign, Gebze Technical University.
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İbrahim Koç
Istanbul -
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İbrahim Koç
Ankara, Türkiye
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