Pournima Patil
Data scientist
Talent
Pune, PuneMember since February 7, 2023
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About
Highly motivated and results-driven business intelligence professional with A data scientist with experience of 10+ projects and 20+ algorithms, Including Descriptive statistic,Inferential statistic, exploratory data analysis, Data cleaning, Data wrangling, Dimension Reduction (Principal component analysis),Regression, Classification,Clustering, Recommendation Engine, Association Rules, Time series etc
Extensive knowledge in Python, natural language processing, and data mining. Skilled in using Sklearn, Numpy, Pandas, Matplotlib, NLTK, SQL Server,Tableau, and other tools. Exp
- Strong experience in data science and machine learning, with a proven track record of successful projects completion.
- Experience in a variety of real-world projects, including data analysis, statistical modeling, and predictive maintenance.
- Solid understanding of machine learning and deep learning concepts and techniques, with a focus on applied problem solving.
Experience
- Applied data visualization technique to analyse the patterns of each attribute/features.Perform exploratory Data Analysis to deal with missing values and outlier.
- Skilled in analyzing transactions and building logical business intelligence models for real-time reporting.
- Demonstrated ability to identify, analyze, and interpret trends and patterns in complex data sets.
- Expertise in using data visualization tools, such as Matplotlib, seaborn, Tableau, to effectively communicate business insights.
- Applied varias ML algorithm to predict/ classify the clean data with highest possible efficiency by using hyperparameter Tuning technique.
- Develop and deploy the best ML model.
- Proficient in using database systems, including Oracle and MySQL, for data extraction.
- Experience with Teamcenter PLM for product life cycle management.
Education
B.TECH in mechanical