HELLO, I'M
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Dhruv Jian
Data Scientist
About
MY BACKGROUND
Data Scientist with 3+ years of experience analyzing large health-related datasets,Financial datasets, Big tech industries datasets that including claims data, to enhance the quality of healthcare through precise measurement and innovative solutions. Expert in programming with Python and R/R studio, skilled in conducting statistical analyses, preparing and cleaning data, and creating databases. Effective communicator with a passion for solving complex data problems and a commitment to improving healthcare quality.
Education
WHAT I'VE STUDIED
M.S. Data Science, American University
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Dean's List, GPA 3.92/4
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Relevant Coursework: Computer vision, big data computing, Introduction to Data Mining, Statistical Programming In R, statistical Methods, Data Science, Applied Natural Lang Processing, Statistical machine learning, big data computing.
BTech, Engineering, Ahmedabad University
Experience
Above 3+ Years
Memorial Sloan Kettering Cancer Center, New York
Data Scientist May 2023 - Aug 2023
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Increased data accessibility by 8% by automating data collection using RStudio, integrating multiple APIs to gather crucial info.
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Saved my team 30% of their time by revolutionizing file organization and managing a massive 1TB of data.
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Achieved 84% accuracy in data analysis by leveraging advanced statistical modeling like Lasso regression with 5-fold validation.
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Boosted data integrity by 12% through proficient data cleaning and managing complex formats like. bigwig and .gz files.
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Merged data with precision, addressing missing values, usable data for analysis, resulting in enhanced analytical accuracy.
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Maintained focus under pressure, consistently delivering high-quality work output even with heavy workloads.
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Proficient in RStudio, with additional expertise in Stata and Linux scripting, enabling seamless execution of complex data analysis tasks.
American University, Washington DC
Research Machine learning Jan. 2022 - May. 2023
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The client's portfolio increased by $23,000 after an initial investment of $150,000, which also included a $12,000 gain.
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Managing a team of developers and constructing laboratory projects on Jupyter Notebooks for professors with a development team to deploy in curriculum instruction.
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Engineering data sets that give students the opportunity to work hands-on with data relevant to their field/domain and learn principles of data analysis, statistics, and computing.
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Promoting diversity and inclusion in data science education to incorporate topics that reflect diverse experiences relevant for teaching and compiling them into a repository.
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Machine learning Methods XGBOOST resulted in reduced portfolio volatility and improved outcomes by 8%.
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Empowered data-driven decisions by harvesting real-time market data through web scraping, leading to a 12% boost in prediction accuracy.
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Proficient in Python with expertise in Keras, Scipy, Pandas, Matplotlib, TensorFlow, Numpy, cv2, Scikit-learn, Deep Learning with TensorFlow and Pytorch for developing advanced analytical solutions in stock market analysis.
Motilal Oswal finance, Ahmedabad
Data Scientist Jul. 2020 – Jul. 2022
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Support, analyze, evaluate, and develop reporting for internal business process improvement, workforce optimization, and other enhancements to workflows utilizing ServiceNow Performance Analytics
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Complete analytics requests for reports and dashboards with a customer-centric approach
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Query SQL database and import .csv files into Excel for enterprise customers (ETL)
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Supported the President for IT Business Services in Annual Financial Planning and managing client.
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Demonstrated lifecycle management skills in handling individual stock data projects effectively.
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Explored generative AI and prompt engineering for structured data extraction from unstructured data such as newspapers.
Skills & Tools
WHAT I BRING TO THE TABLE
Python
R & R studio
SQL
Unix Shell Scripting
Tableau
German
Hindi
Gujarati
Accolades
WHERE I STAND OUT
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Merit Award Scholarship, Data Science, School of Public Affairs, American University, 2022-2024.
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Engagement and community building Award, Department of mathematics and statistics, 2024.
Interests
PERSONAL PURSUITS
Hiking
Photography
Traveling
Cooking
Gym
Voilin