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Associate Data Analyst with less than a year in Python & SQL
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Motivated and detail-oriented Data Analyst seeking an entry-level position to leverage skills in data collection, cleaning, and visualization to provide actionable insights and support data-driven decision making.
Bharathiar University
M.Sc. · Data Analytics
August 1, 2024 – June 30, 2025
Government Arts and Science College, Avinashi
B.Sc. · Computer Science
August 1, 2021 – June 30, 2024
Autism Screening Data Analysis & Prediction
June 28, 2026 – Present
Analyzed autism screening dataset (700+ records, 20 features). Preprocessed data: missing values, outliers (IQR), label encoding, SMOTE balancing. Conducted EDA to identify behavioral and demographic indicators. Built Decision Tree, Random Forest, XGBoost; 5-fold cross-validation. Achieved Random Forest: 87.27% accuracy, ROC-AUC 0.92. Deployed using Streamlit for real-time prediction and interactive visualizations.
Power BI Workshop (Online)
OfficeMasters
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's academic background in Data Analytics and Computer Science, coupled with a relevant project, aligns well with an Associate Data Analyst role. The pursuit of a Master's degree and a Power BI certification indicates a proactive learning attitude. The project's focus on a real-world problem (Autism Screening) suggests an interest in impactful data applications. However, the lack of diverse project types or professional experience limits a deeper assessment of cultural fit beyond technical alignment.
Soft Skills & Operational Fit
The candidate lists analytical thinking, problem-solving, communication, and teamwork as soft skills. The project description suggests an ability to work through a complete data analysis lifecycle, from data cleaning to deployment. However, without specific psychometric test results or interview data, the operational fit and depth of these soft skills cannot be fully assessed.