Murat Kucuk, Ph.D.

Murat Kucuk, Ph.D. Email and Phone Number

Senior Data Scientist at D-Prime LLC | Deep Learning | Machine Learning | NLP | Bio-signal Processing | Data Engineering | Neuroscience | Epidemiology | Bio-Medical and Defense Industry @ University of Maryland Baltimore County
Baltimore, Maryland, United States
Murat Kucuk, Ph.D.'s Location
San Jose, California, United States, United States
About Murat Kucuk, Ph.D.

- Time-series data specialist with strong math and statistics background and 7+years of experience using predictive modelling, signal processing, data processing and mining algorithms to solve challenging problems. - Highly skilled in data visualization, data wrangling, Machine Learning, Deep learning modelling, and mathematical models. Conducted exploratory sensor data analysis and implemented data models and algorithms. Conducted hypothesis testing with sensor arrays.-Develop algorithms that combine modeling efforts with real-time control implementation.-Write quality technical sections describing feature engineering, modeling approaches, and model evaluation.- Investigate the impact of artificial intelligence on team dynamics, including workload, trust and performance.-Human-Machine Teaming: Human state estimation enabled control system for autonomous assets; Analytics to determine real-time cognitive workload and human trust from biosignal data- Worked on improving the diagnosis and treatment for tuberculosis, HIV, and HIV-associated pulmonary infections in multiple international settings using statistical and machine learning techniques (e.g., clustering, classification and regression) to identify the trends and make predictions. - Compared ECG measurements between a simple 6-lead mobile ECG biomedical device and a conventional 12-lead ECG biomedical device for measuring cardiac repolarization. I improve classification models, create questionnaires, develop results-based recommendations, and create reports, charts, tables, and other visual aids.- Worked as a statistics instructor several times, helping over 100 students quantitatively understand the climate by applying statistical methodologies and feature extraction procedures such as principal component analysis to real-world data using various programming languages.

Murat Kucuk, Ph.D.'s Current Company Details
University of Maryland Baltimore County

University Of Maryland Baltimore County

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Senior Data Scientist at D-Prime LLC | Deep Learning | Machine Learning | NLP | Bio-signal Processing | Data Engineering | Neuroscience | Epidemiology | Bio-Medical and Defense Industry
Baltimore, Maryland, United States
Murat Kucuk, Ph.D. Work Experience Details
  • University Of Maryland Baltimore County
    University Of Maryland Baltimore County
    Baltimore, Maryland, United States
  • University Of Maryland School Of Medicine
    Data Science Consultant
    University Of Maryland School Of Medicine Sep 2024 - Present
    21201, Md, Us
    Advancing machine learning techniques for early detection of ventricular tachycardia using ECG data, contributing to AI-driven decision support and adaptive systems in performance-critical settings. Currently serving as an Independent Consultant at the University of Maryland School of Medicine, applying cutting-edge AI solutions to improve outcomes in healthcare and beyond.
  • D-Prime Llc
    Senior Data Scientist
    D-Prime Llc Jan 2023 - Present
    Mclean, Virginia, Us
    🔹 Model DevelopmentDesign and implement advanced models, including cognitive load and trust frameworks, to analyze complex datasets with biosignals like EEG, ECG, EMG, eye-tracking, and real-world behavioral data.🔹 Statistical AnalysisPerform rigorous statistical tests with repeated measures to assess the impact of categorical predictors on continuous outcomes, ensuring robust, data-driven insights.🔹 Machine Learning & Human-AI TeamingEnhance machine learning algorithms by integrating real-time control systems for human signal analysis, optimizing human-AI teaming to enable adaptive and seamless interaction in dynamic environments.🔹 Technical DocumentationProduce clear, high-quality documentation that details feature engineering, modeling approaches, and evaluation methodologies, supporting transparency and reproducibility.🔹 Mentorship & Best PracticesGuide junior data scientists by sharing best practices in machine learning, encouraging experimentation across diverse techniques and models, and fostering a collaborative learning environment.
  • Zuckerberg San Francisco General Hospital And Trauma Center
    Data Scientist
    Zuckerberg San Francisco General Hospital And Trauma Center Aug 2022 - Jan 2023
  • University Of California, Santa Cruz
    Ph.D. Candidate And Research Assistant (Ocean Sciences) At University Of California, Santa Cruz
    University Of California, Santa Cruz May 2019 - Aug 2022
    Santa Cruz, Ca, Us
  • University Of California, Santa Cruz
    Instructor For Fundamentals Of Climate Course At Ucsc
    University Of California, Santa Cruz Sep 2020 - Dec 2021
    Santa Cruz, Ca, Us
  • University Of California, Santa Cruz
    Ph.D. Student (Ocean Sciences) At University Of California, Santa Cruz
    University Of California, Santa Cruz Jul 2017 - May 2019
    Santa Cruz, Ca, Us

Murat Kucuk, Ph.D. Education Details

  • University Of California, Santa Cruz
    University Of California, Santa Cruz
    Ocean Science
  • Naval Postgraduate School
    Naval Postgraduate School
    Meteorology And Physical Oceanography
  • Great Learning
    Great Learning
    And Society (Idss): Data Science And Machine Learning Program

Frequently Asked Questions about Murat Kucuk, Ph.D.

What company does Murat Kucuk, Ph.D. work for?

Murat Kucuk, Ph.D. works for University Of Maryland Baltimore County

What is Murat Kucuk, Ph.D.'s role at the current company?

Murat Kucuk, Ph.D.'s current role is Senior Data Scientist at D-Prime LLC | Deep Learning | Machine Learning | NLP | Bio-signal Processing | Data Engineering | Neuroscience | Epidemiology | Bio-Medical and Defense Industry.

What schools did Murat Kucuk, Ph.D. attend?

Murat Kucuk, Ph.D. attended University Of California, Santa Cruz, Naval Postgraduate School, Great Learning.

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