Kavyashree P Email & Phone Number

Bengaluru, Karnataka, India

India

Bengaluru, Karnataka, India

Gained wide range of experience in data analysis, machine learning and worked with large datasets using Python, Power BI, Excel to extract insights and make data-driven decisions.Performed Exploratory Data Analysis (EDA) as part of feature engineering and feature selection. Extracted handcrafted features from the attributes of the data using Python libraries like NumPy, Pandas and Seaborn.Trained various Machine Learning classification and Regression algorithms such as Logistic Regression, Decision Trees, K-Nearest Neighbor (KNN) etc. Evaluated the model performance by using Confusion Matrix, Precision-Recall Curve, ROC Curve. Learned NLP, Supervised and Unsupervised ML models and AI. Deployed and optimized ML models using TensorFlow, PyTorch.Conducted groundbreaking research in Natural Language Processing (NLP) and Computer Vision (CV).Improved model accuracy through rigorous experimentation and analysis of results.Evaluated the model effectiveness by using several diagnostic tools such as Mean Absolute Error, Root Mean Squared Error and Mean Absolute Percentage Error. Enhanced the efficacy of selected models using Confusion Matrix. Explored Hyper Parameter tuning, Feature selection/extraction, log analytics.Extensively used Python and its related libraries for the analysis of data. Analyzed data to answer business questions, recommended analytic solutions to provide business insight, and craft dashboards for long term business needs using Industry leading BI tools Power BI, SQL skills, Python, various machine learning or statistical libraries and tools