Data Science with less than a year in Data Science & Machine Learning
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Assessing your cultural and operational fit
Motivated and detail-oriented B.Tech (Electrical & Electronics Engineering) graduate with strong expertise in Data Science and Machine Learning, certified by IIT Madras. Proficient in Python, SQL, Data Analysis, Machine Learning, and Data Visualization. Hands-on experience in EDA, predictive modeling, and deploying interactive applications using Streamlit. Strong problem-solving skills with the ability to adapt quickly to new technologies.
Dr. Rizvi College of Engineering Kusambi, Prayagraj
B.Tech · Electrical & Electronics Engineering
August 1, 2021 – June 30, 2025
Hanswahini Institute of Science & Technology Nani, Prayagraj
Diploma · Electrical Engineering
August 1, 2018 – June 30, 2021
GUVI (HCL Partner)
Data Science Intern
November 1, 2024 – September 1, 2025
India
Decoding Phone Usage Patterns in India
January 1, 2025 – Present
Performed data cleaning and preprocessing on real-world phone usage dataset. Conducted Exploratory Data Analysis (EDA) to identify trends, behavioral patterns, and usage insights. Built multi-class classification models to categorize users based on phone usage behavior. Trained Random Forest and Logistic Regression models achieving 82% accuracy. Evaluated models using performance metrics like accuracy, precision, and recall. Developed an interactive Streamlit dashboard to visualize insights and predictions.
Analyzing Personal Expenses
December 1, 2024 – Present
Simulated a personal expense tracker using the Faker library Generated realistic monthly expense data and stored it in a SQL database Designed SQL queries to analyze spending patterns across categories Built a Streamlit application to visualize insights and financial trends
Master Data Science Certification
IIT Madras
June 1, 2026 – Present
End-to-End Data Science & Machine Learning Projects
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects demonstrate initiative and a practical approach to data science problems, aligning with a culture that values hands-on experience and problem-solving. The 'Master Data Science Certification' from IIT Madras indicates a commitment to formal learning and continuous improvement. The projects are personal, showing self-motivation. The experience as a Data Science Intern at GUVI (HCL Partner) suggests exposure to a professional environment. The breadth of skills across data processing, modeling, and visualization indicates adaptability.
Soft Skills & Operational Fit
The candidate's resume highlights problem-solving skills and the ability to adapt quickly to new technologies. The 'Responsibility' section indicates experience in managing daily operations, coordinating with team members, and improving data processing efficiency, suggesting a good operational fit for roles requiring collaborative and process-oriented work. However, specific examples of teamwork or conflict resolution are not provided.