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Assessing your cultural and operational fit
Data with less than a year in SQL & Python
Aspiring Data Analyst with strong skills in SQL, Python, Advanced Excel, Power BI, and Tableau. Experienced in Data Cleaning, Exploratory Data Analysis (EDA), Data Visualization, Dashboard Development, and Business Intelligence Reporting through academic and real-world projects. Familiar with DAX, Power Query, Statistical Analysis, and basic Machine Learning concepts. Passionate about transforming raw data into actionable business insights and contributing to data-driven decision-making in a growth-oriented organization.
SSM College of Engineering
B.E. · Computer Science and Engineering
August 1, 2023 – June 30, 2026
SSM Polytechnic College, Komarapalayam
Diploma · Garment Technology
August 1, 2020 – June 30, 2023
Customer Churn Analysis Using Python
June 1, 2026 – Present
Analyzed 7,000+ customer records using Python and Pandas to identify churn trends and customer retention patterns. Performed data cleaning, preprocessing, and exploratory data analysis (EDA) to improve data quality. Created visualizations using Matplotlib to uncover business insights and support decision-making.
View ProjectSQL Data Analysis
June 1, 2026 – Present
Solved 150+ real-world business problems using SQL involving revenue analysis, customer segmentation, and product performance. Utilized Joins, CTEs, Window Functions, Subqueries, and Aggregate Functions for complex data analysis. Generated actionable business insights from structured datasets using MySQL.
View ProjectE-Commerce Sales Dashboard
June 1, 2026 – Present
Built an interactive sales dashboard using Advanced Excel, Power Query, and Pivot Tables. Tracked KPIs, monthly sales trends, and product performance through dynamic reports. Automated data transformation and reporting workflows to improve business reporting efficiency.
View ProjectHR Analytics Dashboard
June 1, 2026 – Present
Designed an interactive Power BI dashboard to analyze workforce performance and HR metrics. Created DAX measures, KPIs, and data models for automated reporting and business intelligence. Delivered actionable insights through interactive visualizations and dashboard reporting.
View ProjectData Analytics Certification – IDM Techpark
IDM Techpark
April 1, 2026 – Present
International Conference - ICRIET 2026 AI-Powered Intrusion Detection System (Paper Presentation)
ICRIET 2026
March 1, 2026 – Present
IBM SkillsBuild – Artificial Intelligence Fundamentals
IBM SkillsBuild
October 1, 2025 – Present
Cultural Fit Analysis
The candidate's projects demonstrate a focus on data analysis and business intelligence, which aligns well with a 'Data' target role. The academic nature of all projects and lack of professional experience indicate a foundational stage in their career. The diversity of tools used (SQL, Python, Power BI, Excel) shows a willingness to learn and adapt. However, the absence of collaborative projects beyond a generic 'Teamwork' skill tag makes it difficult to assess cultural fit in a team-oriented environment. The candidate is currently pursuing a B.E. in Computer Science and Engineering, which provides a strong technical foundation.
Soft Skills & Operational Fit
The candidate lists 'Analytical Thinking', 'Problem Solving', 'Communication', 'Teamwork', and 'Adaptability' as professional skills. While these are good indicators, the psychometric test score is 0, which means there is no objective data to validate these claims. The English test score of 41 suggests potential areas for improvement in communication clarity, which is a key soft skill for data roles.