Blinkit Power BI Dashboard
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Summary
Designed and developed a dynamic Power BI dashboard to provide real-time, data-driven insights for sales, inventory, and marketing optimization.
About
Highly motivated and results-driven Data Science professional with a strong foundation in machine learning, data analysis, and business intelligence. Proven ability to develop and deploy predictive models, create dynamic dashboards, and extract actionable insights, evidenced by achieving up to 97.3% model accuracy and enhancing stakeholder efficiency. Eager to leverage analytical expertise and problem-solving skills to contribute to innovative data-driven solutions in a dynamic organization.
Work
Academor
|Data Science Intern
Remote, India
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Summary
Spearheaded the development of a Loan Prediction Model, leveraging machine learning to enhance credit assessment accuracy and efficiency.
Highlights
Developed a robust Loan Prediction Model for loan sanctioning using the Random Forest Algorithm, significantly improving decision-making processes.
Fine-tuned the Random Forest model through meticulous hyperparameter adjustment, achieving an impressive accuracy of 95.6% in predicting loan outcomes.
Performed comprehensive data preprocessing, including handling missing values and encoding categorical features for critical parameters like credit history and education.
Education
Jaypee Institute of Information Technology
Noida, Uttar Pradesh, India
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Bachelor of Technology
Electronics and Communication Engineering
Grade: 6.3
Vivekanand School
Delhi, Delhi, India
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Class XII
General Studies
Grade: 92.2%
Siddharth International Public School
Delhi, Delhi, India
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Class X
General Studies
Grade: 83.2%
Volunteer
NSS (National Social Services)
|Member
Noida, Uttar Pradesh, India
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Summary
Contributed to community development through active participation and organization of various outreach programs.
Highlights
Organized and participated in community outreach programs, including literacy workshops and awareness campaigns, directly impacting local communities.
Facilitated blood donation camps, demonstrating commitment to social responsibility and community welfare.
Collaborated with diverse groups to plan and execute initiatives, enhancing teamwork and leadership skills.
Certificates
IBM Data Analyst Professional
Issued By
IBM
SQL Advanced
Issued By
Hackerrank
MS-Excel
Issued By
Coursera
Skills
Programming Languages
Python, SQL.
Frameworks & Libraries
Scikit-learn, Hadoop, Pandas, NumPy, Matplotlib, XGBoost, Logistic Regression, KNN, Decision Tree, Random Forest.
Tools & Technologies
Power BI, Tableau, VS Code, Jupyter Notebook, MS-Office, PostgreSQL, MySQL.
Data Analysis & ML
Data Preprocessing, Feature Engineering, EDA (Exploratory Data Analysis), Predictive Modeling, Data Visualization, KPI Development, Trend Analysis, Customer Insights, Report Generation, Database Management.
Soft Skills
Leadership, Innovative Thinking, Teamwork, Time Management, Problem-Solving, Communication.
Interests
Robotics
Fighting Robot, UNO R3 Microcontroller.
Community Service
Literacy Workshops, Awareness Programs, Blood Donation Camps.
Projects
Credit Risk Analysis using Python and ML
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Summary
Engineered and deployed advanced machine learning models for credit risk prediction, significantly enhancing accuracy and financial risk reduction strategies.
Testing Power BI/Tableau reports using SQL
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Summary
Developed and validated interactive data reports using SQL, Tableau, and Power BI to ensure data consistency and support reliable decision-making.
TECHFEST at IIT Kanpur - Fighting Robot
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Summary
Participated in TECHFEST at IIT Kanpur, showcasing engineering and robotics skills.