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Data Analyst with less than a year in data cleaning, visualization, statistical analysis, and machin
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Assessing your cultural and operational fit
Data Analyst skilled in SQL, Python, Excel, Power BI, and Tableau. Experienced in data cleaning, visualization, statistical analysis, and machine learning through academic projects and internship experience. Strong analytical and problem-solving abilities with a passion for data-driven decision-making.
Aditya Degree College
B.Sc. (Honours) · Computer Science
August 1, 2023 – June 30, 2026
Smart Traffic Alert System
June 1, 2026 – Present
Developed a traffic congestion prediction model using Random Forest. Performed data preprocessing, feature engineering, and model evaluation. Built a real-time traffic alert framework for congestion monitoring. Applied classification metrics including Accuracy, Precision, Recall, and F1 Score. Visualized traffic trends to support smarter decision-making.
Machine Learning Internship Project
June 1, 2026 – Present
Worked on a Smart Traffic Alert System using supervised learning techniques. Conducted data cleaning, feature selection, encoding, and preprocessing. Improved model reliability using noise handling and class balancing techniques. Evaluated model performance using ROC curves and confusion matrices. Designed scalable machine learning workflows for deployment.
View ProjectData Analytics Using Python
ULearn- Vidhrutha
June 1, 2026 – Present
Oracle Cloud Infrastructure Architect Associate
Oracle University
June 1, 2026 – Present
Artificial Intelligence Fundamentals
IBM
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects, while academic and personal, show an interest in applying data analysis to real-world problems (Smart Traffic Alert System). The certifications demonstrate a self-driven learning attitude. However, the lack of professional experience and diverse project types makes it difficult to fully assess cultural fit beyond a foundational level. The target role is Data Analyst, which aligns with the candidate's stated skills and project focus.
Soft Skills & Operational Fit
The candidate's resume lists analytical thinking, problem-solving, communication, attention to detail, and team collaboration as soft skills. The psychometric test score of 247/500 suggests potential areas for development in logical reasoning, work attitude, stress handling, or team collaboration, which are critical for operational fit in a senior role. The English test score of 82/100 indicates good communication clarity.