Data Analyst with less than a year in ML modeling and data visualization.
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Assessing your cultural and operational fit
Data Analyst with an engineering background and hands-on training in Python, SQL, Power BI, and Excel. Built analytics solutions from data cleaning to dashboards and ML models. Looking for Data Analyst, Business Analyst, or MIS Executive roles to support data-driven decisions.
Visvesvaraya Technological University
B.E. · Electrical & Electronics Engineering
N/A – June 30, 2024
Compsoft Technologies
Machine Learning Intern
August 1, 2023 – October 1, 2023
Bengaluru, Karnataka, India
Telecom Customer Churn Prediction
June 17, 2026 – Present
• Telecom company needed to identify customers likely to churn and reasons behind it. • Cleaned 7,000+ customer records, handled missing values, encoded categories and built a Random Forest model. • Achieved 82% accuracy. Feature importance analysis highlighted top churn drivers, leading to retention strategy suggestions tied to revenue impact.
Employee & Project Management Analytics
June 17, 2026 – Present
• Management lacked visibility into employee costs, project performance, and resource use across departments. • Analyzed allocation data and automated repetitive data processing workflows using Python and Pandas. • Reduced manual reporting time. Created summary reports that improved project status and team productivity visibility for management.
Retail Store Sales Dashboard
June 17, 2026 – Present
• Store management had no real-time view of sales, product performance, and customer trends. • Built an interactive Power BI dashboard with DAX measures and Power Query; designed a star-schema data model. • Enabled faster, data-driven decisions by visualizing KPIs and trend patterns for management.
Airline Database Performance Analysis
June 17, 2026 – Present
• Airline operations team needed deeper insights from route and passenger data. • Solved 20+ complex SQL queries using joins, CASE statements, and window functions. • Achieved 95% query accuracy. Identified route optimization opportunities through structured SQL reporting.
Data Analytics + Python
Skillovilla
January 1, 2025 – January 1, 2025
Cultural Fit Analysis
The candidate's background in Electrical & Electronics Engineering combined with self-directed upskilling in data analytics demonstrates a strong growth mindset and adaptability. The diverse range of personal projects (retail sales, telecom churn, airline data, employee management) indicates a broad interest in applying data analytics across different domains, which aligns well with a dynamic, data-centric culture. The Machine Learning Intern role also shows an ability to work in a research-oriented team environment.
Soft Skills & Operational Fit
The candidate demonstrates self-direction and initiative in transitioning to data analytics. Experience in presenting model performance suggests good communication skills. Project descriptions highlight problem-solving and critical thinking, which are crucial for operational fit in a data-driven role. The internship experience shows an ability to contribute to a team and guide research decisions.