About
Highly analytical and results-driven Data Analyst with 2+ years of experience in leveraging Python, Machine Learning, and Power BI to transform complex data into actionable insights and optimize business processes. Proven ability to develop predictive models, including one that enhanced price prediction accuracy by 5%, and design interactive dashboards that reduced reporting time by 30%. Eager to apply advanced analytical skills, technical expertise, and a strong problem-solving approach to drive data-driven strategies in a dynamic organization.
Work
Surat, Gujarat, India
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Summary
Currently leads data analysis and machine learning initiatives to enhance sales forecasting and strategic decision-making for Evify Logitech Pvt Ltd.
Highlights
Developed and deployed Machine Learning regression models using Python (Pandas, NumPy, Matplotlib, Seaborn, scikit-learn) to predict sales trends, significantly enhancing forecasting accuracy and enabling data-driven business decisions.
Optimized data analysis, reporting, and decision-making processes by implementing Power BI solutions, leading to enhanced operational efficiency and strategic planning.
Generated and presented detailed data-driven reports to senior management (Manager and General Manager), fostering strategic discussions and informing critical business decisions.
Surat, Gujarat, India
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Summary
Delivered comprehensive data analysis and machine learning solutions to optimize price prediction and reporting efficiency for Finestar Jewellery & Diamonds Pvt Ltd.
Highlights
Generated actionable insights using Python libraries (Pandas, NumPy, Matplotlib, Seaborn, scikit-learn) to support data manipulation, numerical computation, visualization, and machine learning initiatives.
Developed data-driven web applications using Python and Streamlit, integrating SQL for efficient data fetching and manipulation to enhance front-end capabilities.
Improved price prediction accuracy by 5% through the implementation of Supervised and Unsupervised machine learning techniques for a critical Price Prediction project.
Designed and maintained interactive Power BI dashboards, transforming complex datasets into clear, visually appealing reports and reducing reporting time by 30%.
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Summary
Conducted comprehensive data analysis for Amazon sales, utilizing Pandas and Power BI to identify key growth drivers and customer behavior during an internship at Ineuron.
Highlights
Utilized Pandas for robust data manipulation, cleaning, and visualization to analyze sales performance metrics and customer behavior on the Amazon platform.
Developed interactive Power BI dashboards to streamline reporting processes and present key sales performance metrics effectively.
Applied exploratory data analysis (EDA) techniques to uncover critical factors influencing sales growth and customer behavior, providing actionable insights for strategic planning.
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Summary
Applied machine learning techniques to develop a spam detection system and conducted an analytical study on COVID-19's impact on unemployment rates during an internship at Oasis Infobyte.
Highlights
Trained a machine learning model to accurately classify emails as spam or non-spam, enhancing email filtering capabilities.
Analyzed the impact of Covid-19 on unemployment rates by developing various graphical representations to visualize key economic trends.
N/A, N/A, N/A
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Summary
Optimized supervised machine learning algorithms to derive actionable insights into user behavior and address key business questions during an internship at The Sparks Foundation.
Highlights
Fine-tuned five supervised machine learning algorithms, optimizing their performance for analyzing complex data requirements.
Translated data analysis into a clear understanding of key trends in user behavior, directly addressing critical business questions and informing strategy.
Awards
TCS NQT - IT
Awarded By
Tata Consultancy Services (TCS)
Achieved strong scores in the TCS National Qualifier Test for IT, demonstrating proficiency in Foundation (75.0%), Advanced (61.03%), and Python Programming (60.95%) sections.
Languages
English
Hindi
Gujarati
Certificates
Skills
Programming Languages
Python, SQL, R, MATLAB.
Data Science Libraries & Frameworks
Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, TensorFlow, Streamlit.
Databases
MySQL, PostgreSQL, MongoDB.
Business Intelligence & Analytics
Power BI, Tableau, Advanced Microsoft Excel, Google Analytics, Microsoft Office.
Development Tools & Cloud Platforms
Jupyter Notebook, VS Code, Pycharm, Git, GitHub, Docker, AWS, Azure, CI/CD.
Soft Skills
Communication, Problem Solving, Leadership, Adaptability, Teamwork, Presentation, Time Management.