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Data Analyst with 1+ years in Data Cleaning, Analysis & Visualization
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Analyst fresher skilled in SQL, Python, Excel, and Power BI. Hands-on experience through mini projects involving data cleaning, analysis, and visualization. Seeking a full-time Data Analyst role in an IT company to support data-driven decision making.
K.M.G. College Of Arts and Science
B.Sc. · Computer Science
August 1, 2022 – June 30, 2025
Sales Data Analysis
December 1, 2025 – January 1, 2026
Analyzed a sales dataset using Pandas for data cleaning, preprocessing, and transformation. Used NumPy for numerical operations, calculations, and performance optimization. Performed exploratory data analysis (EDA) to identify sales trends, profit patterns, and category-wise performance. Created insightful visualizations using Matplotlib and Seaborn such as bar charts, line plots, and heatmaps.
Rubber Leaf Disease Detection
January 1, 2025 – April 1, 2025
Developed a Machine Learning classification model using Python to detect rubber leaf diseases from image data. Performed data preprocessing, data cleaning, feature extraction, and Exploratory Data Analysis (EDA) to improve model performance. Used Pandas, NumPy, Scikit-learn, and OpenCV for data analysis, image processing, and model training.
Data Analysis course
PySpiders
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's profile shows a clear interest in data analysis, aligning well with the target role. The self-based projects demonstrate initiative and a desire to apply learned skills. The breadth of tools and libraries used (Python, SQL, Excel, Power BI) indicates a willingness to learn and adapt to different technologies, which is a positive for cultural fit in a dynamic environment. However, the lack of professional experience or team-based projects limits the assessment of collaboration and broader cultural alignment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work independently on self-based projects, suggesting self-motivation and a proactive learning approach. However, without specific assessment data on communication, logical reasoning, or teamwork, it is difficult to fully assess soft skills and operational fit. The projects show a structured approach to problem-solving in data analysis.