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DATA DRIVEN

Unleashing insights from DATA, one byte at a time.

Jahnavi Shah

  • I am a Data Scientist with experience in data analytics, predictive modeling, and machine learning. I am proficient in Python, R, SQL, HTML/CSS, and Java. I have a strong academic background in Computer Science and Data Science and I am seeking opportunities to drive business success through innovative data solutions.

Education

  • Rutgers University - New Brunswick, NJ

    • Master of Science - Statistics, Data Science | 3.5/4 | Sept 2022 - May 2024
    • Relevant Courses - Probability & Statistical Inference, Regression & Time Series Analysis, Data Structures & Algorithms, Financial Data Mining, Data Mining & Warehousing, Database Management Systems, Statistical Modeling, Natural Language Processing, Neural Networks, Ethical Statistics
  • Dr. D.Y. Patil Institute of Technology - Pune, India

    • Bachelor of Engineering - Computer Engineering | CGPA : 8.1/10 | May 2016 - May 2020

Work Experience

  • Rutgers New Jersey Medical School - Freundlich Lab - New Brunswick, NJ

    • Research Assistant - Data Science | August 2023
      • Led end-to-end data pre-processing and cleansing activities, resulting in a 40% reduction in runtime.
      • Leveraged feature engineering and predictive modeling to enhance the drug discovery process, resulting in a 15% improvement in model accuracy and a 20% reduction in false positive rates.
  • Lyons Information Systems - Edison, NJ

    • Data Analyst Intern | Business Services Clientele | July 2023
      • Pioneered the utilization of uniform distribution data using anomaly detection techniques and optimized supply chains using forecasting, resulting in a 25% decrease in inventory waste.
      • Used PowerBI to create visualization dashboards that analyzed key cost drivers & user behavior, enabling stakeholders to identify areas for cost reduction and track progress, resulting in a cost reduction of 30%.
  • Capgemini - Pune, India

    • Senior Software Engineer, Analyst | A Fortune 500 Clientele | Nov 2020 - Aug 2022
      • Achieved a 20% reduction in customer attrition by leveraging Machine Learning Models to gain valuable insights into churn factors, ultimately enhancing the budget managerial application for customers.
      • Implemented a Gradient Boosting fraud detection system trained on a dataset of historical transactions to learn patterns of fraudulent activity, reducing fraudulent transactions by 15%, further improving customer retention.
      • Preprocessed and feature engineered a dataset of user spending habits and financial goals to train machine learning models using grid search cv, leading to 25% average monthly savings.

Relevant Skills

  • Computing and Programming: Python, R, SQL, HTML/CSS, Java
  • Data Science: NumPy, Pandas, Matplotlib, Regression Algorithms, Data Mining, Decision Trees, Random Forests, Clustering, Neural Networks, Natural Language Processing, Predictive modeling, Machine Learning Algorithms, Multivariate Testing, Statistical Modeling, Database Management, Regularization, Optimization Algorithms, Data Visualization, MapReduce, AI
  • Tools and Framework: Scikit Learn, Jupyter, Tableau, PowerBI, Hadoop, Spark, Snowflake, PyTorch, TensorFlow, Keras, MySQL, AWS

shahjahnavi's Projects

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