About
An enthusiastic B.Sc Data Science student with hands-on experience in machine learning, deep learning, and business intelligence. Proven ability to develop predictive models, analyze complex datasets, and create impactful data visualizations, aiming to leverage analytical skills in a dynamic data science or machine learning role.
Work
Chennai, Tamil Nadu, India
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Summary
Developed and integrated a deep learning system for brain tumor detection and volume estimation using TensorFlow.
Highlights
Engineered a brain tumor detection system leveraging advanced deep learning techniques with TensorFlow.
Deployed Convolutional Neural Networks (CNNs) to classify brain tumor types, achieving a high accuracy rate of 90%.
Designed and integrated a model for precise brain tumor volume estimation utilizing 3D medical imaging.
Developed a user-friendly GUI application, enabling real-time model testing and intuitive visualization of results.
Vijayawada, Andhra Pradesh, India
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Summary
Led machine learning model development and data analysis initiatives, focusing on linear regression techniques and predictive modeling.
Highlights
Engineered a machine learning model in R, applying linear regression techniques for data analysis and predictive modeling.
Implemented advanced linear regression techniques, resulting in the creation of an accurate predictive model.
Analyzed diverse datasets from Kaggle, extracting key insights to inform and optimize machine learning projects.
Vijayawada, Andhra Pradesh, India
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Summary
Designed and implemented comprehensive Power BI dashboards to drive business insights from complex datasets.
Highlights
Developed a comprehensive Power BI dashboard by analyzing Zomato data, generating actionable business insights.
Designed intuitive data visualizations and reports, translating complex data into accessible formats for key stakeholders.
Automated data refreshes to enhance report efficiency and ensure data accuracy, saving significant manual effort.
Languages
English
Hindi
Telugu
Skills
Programming Languages
Python, Java, R Language.
Databases
SQL, DBMS.
Data Analysis & Visualization
Power BI, Pandas, Numpy, Data Visualization, Report Design, Business Intelligence.
Machine Learning
Scikit-learn, Linear Regression, Predictive Modeling, Data Analysis, Kaggle.
Deep Learning
TensorFlow, Convolutional Neural Networks (CNN), Brain Tumor Detection, 3D Medical Imaging, GUI Development (Tkinter).
Development Tools & Environments
Windows, Jupyter Notebook, Anaconda, RStudio.