Skills & Technologies
22 skillsWork Experience
Data Science & Machine Learning Intern
Learnbay
- Worked on developing and fine-tuning predictive models using Python, Pandas, and Scikit-learn, which helped me improve the prediction by 12%.
- Created Power BI dashboards to track important KPIs and automated some of the regular reports, cutting down manual work by roughly 30%.
- Collaborated with different teams to understand business needs and turn them into measurable data insights.
Projects
Customer Shopping Behavior Analysis
- Performed a full cycle data analysis using SQL, Python, Power BI on retail transactions to uncover trends in customer spending, product preferences, and subscription behavior.
- Built interactive KPI dashboards that highlighted revenue insights, loyalty segments, and marketing opportunities for strategic decision making.
Coupon Recommendation System Using ML
- Developed a web app to predict coupon acceptance using a machine learning model in real driving scenarios using demographic, behavioral, and contextual data.
- Implemented an end to end machine learning pipeline using ColumnTransformer and a random forest model (80-20 split), achieving precision 93% and a 0.95 ROC AUC score.
Stroke Prediction Using ML
- Built a website for patients, doctors and admin where the patients could predict stroke and also book appointments.
- Achieved 96% accuracy.
- Random Forest Algorithm was used to predict the stroke using questionnaire responses.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Predictive Model Improvement
Improved prediction by 12% during Data Science & Machine Learning Internship.
Report Automation
Automated regular reports, cutting down manual work by roughly 30%.
About Details
Professional Bio
Graduate of computer science with hands on experience in Data Science, Machine Learning, and data driven problem solving. Proficient in Python, SQL, PowerBI, and cloud technologies, with a strong ability to build predictive models, automate processes, and deliver impactful business insights.
B.Tech in Computer Science and Engineering
APJ Abdul Kalam Technological University (2021 - 2024)
Diploma in Computer Hardware Engineering
State Board Of Technical Education (2019 - 2021)