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Data Analyst with less than a year in Data Analysis & Machine Learning
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Assessing your cultural and operational fit
Data Analyst and Aspiring Data Scientist with hands-on experience in data analysis, machine learning, predictive modeling, and business reporting. Skilled in Python, SQL, Power BI, Excel, and Scikit-learn, with experience in building regression and classification models, performing data cleaning, and executing feature engineering to extract actionable insights. Currently working on healthcare analytics, dashboard creation, and reporting automation as a Junior Data Analyst to support data-driven decision-making.
Kannur University
Master's · Mathematics
August 1, 2022 – June 30, 2024
Indira Gandhi National Open University
Bachelor's · Mathematics
August 1, 2018 – June 30, 2021
Cloudex Radiology Solutions
Junior Data Analyst
February 1, 2026 – Present
India
Rubixe
Data Science Consultant Intern
January 1, 2025 – July 1, 2025
India
Texas Salary Prediction Model
June 1, 2026 – Present
Developed regression models using XGBoost and Random Forest, achieving an R² score of 0.93 for salary prediction. Performed Exploratory Data Analysis (EDA), categorical encoding, and outlier treatment to improve model performance.
Portuguese Bank Marketing Classifier
June 1, 2026 – Present
Built a classification model with 90% accuracy to identify customers likely to subscribe to term deposits. Addressed class imbalance using resampling techniques to improve recall and reduce false negatives.
End-to-End Heart Disease Analytics & Predictive Pipeline
June 1, 2026 – Present
Queried and cleaned cardiovascular patient data using MySQL, applying Window Functions and Views to identify high-risk patient groups. Built an interactive Power BI dashboard using Power Query and DAX to visualize patient KPIs, cholesterol trends, and demographic insights. Developed a Scikit-learn classification model achieving 90% accuracy in predicting cardiovascular disease risk using patient biometric data.
NASSCOM Certified Data Scientist (FutureSkills Prime)
NASSCOM
June 1, 2026 – Present
DataMites Certified Data Scientist
DataMites
June 1, 2026 – Present
IABAC Data Science Foundation & Certified Data Scientist
IABAC
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project diversity (healthcare analytics, salary prediction, bank marketing) indicates a broad interest in applying data analysis across different domains. The academic background in Mathematics, coupled with multiple data science certifications, shows a strong commitment to continuous learning and skill development. The internship and current role, though entry-level, align with the target role of Data Analyst, demonstrating a clear career path. The breadth of technical skills also suggests adaptability to various project requirements.
Soft Skills & Operational Fit
The candidate lists teamwork, problem-solving, communication, adaptability, and time management as additional skills. While these are crucial for operational fit, the resume does not provide specific examples or scenarios demonstrating these skills in a professional context. The current Junior Data Analyst role involves reporting and operational decision-making, suggesting some exposure to operational workflows.