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Netra Pawar

Netra Pawar

Data scientist
Mumbai, Maharashtra

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About Netra Pawar:

I am a passionate and results-oriented professional with a deep-rooted interest in the intersection of data science, machine learning, and technology. With a proven track record in designing and implementing scalable solutions, I thrive on transforming complex challenges into actionable insights.

My journey in the world of data has equipped me with expertise in Data Analytics, Data Science, and Machine Learning, allowing me to navigate and contribute effectively to diverse projects. I specialize in developing and deploying innovative solutions, leveraging my skills in Python, SQL, and a range of machine learning frameworks.
 

Experience

- Implemented Machine Learning algorithms, including Linear Regression, Logistic Regression, SVM, KNN, Decision Tree, Random Forest, AdaBoost, Gradient Boosting, and K-means.
- Executed cost function minimization in Regression algorithms and applied regularization techniques.
- Conducted hyperparameter tuning and Dimensionality Reduction (PCA, LDA).
- Proficient in Exploratory Data Analysis (EDA) and ETL processes from diverse sources.
- Expertise in Feature Engineering using Python (Numpy, Pandas, Scikit-Learn), addressing missing values, outliers, and data transformation.
- Applied Data Visualization techniques with Matplotlib, Seaborn, and Tableau.
- Hands-on experience working with datasets from data extraction, pre-processing, model-selection, model building, avoiding overfitting and underfitting to create optimal models.
- Hands-on experience with end-to-end data workflows, including extraction, pre-processing, model selection, and evaluation.
- Possesses a strong Mathematical foundation with expertise in Statistics, Probability, and Linear Algebra.

Education

Bachelor of Engineering (Computer Engineering) at Fr.Conceicao Rodrigues College of Engineering 

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