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Data Analyst with less than a year in Data Cleaning & KPI Reporting
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Analytical and detail-oriented Data Analyst skilled in SQL, Python, Power BI, and Excel, with hands-on experience from academic projects and a virtual internship. Proficient in data cleaning, KPI reporting, dashboard development, and turning raw data into clear, decision-ready insights for operational decision-making. Strong foundation in statistics, probability, and data modeling, with the ability to communicate findings effectively to stakeholders. Eager to contribute to a business intelligence or reporting team and grow as a data professional.
Siddharth Institute of Engineering & Technology
Master of Computer Applications (MCA) · Computer Applications
August 1, 2024 – May 1, 2026
Vikram Degree College
B.Sc. · Mathematics, Statistics & Computer Science
August 1, 2021 – July 1, 2024
Virtual Internship
Data Analyst
October 1, 2025 – Present
India
Employee Workforce Analytics & Retention System
January 1, 2024 – July 1, 2024
Analysed 5,000+ employee records using Python and Pandas to identify attrition drivers such as overtime frequency and satisfaction gaps. Performed end-to-end exploratory data analysis (EDA) covering data cleaning, validation, and statistical profiling to surface retention insights. Produced HR performance reports on overtime metrics, departmental activity, and employee satisfaction trends for stakeholder review. Delivered data-driven recommendations quantifying key retention risk factors across workforce segments.
Retail Sales Performance Analytics Dashboard
January 1, 2023 – July 1, 2024
Engineered SQL data pipelines to extract, clean, and transform 50,000+ row retail datasets, ensuring accuracy across all reporting layers. Designed interactive Power BI dashboards for revenue tracking, regional sales analysis, and product-level KPI monitoring. Automated recurring sales reports using Power Query and scheduled refresh, removing manual effort and standardising reporting cycles. Built forecasting visualisations to support regional sales planning, inventory management, and business decision-making.
SQL (Advanced)
HackerRank Certified
June 1, 2026 – Present
30-Day Data Analytics MasterClass
NoviTech R&D
June 1, 2026 – Present
Career Edge: Young Professional
TCS ION
June 1, 2026 – Present
MS Office
APSSDC
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects cover diverse domains (retail sales, HR workforce analytics), indicating adaptability and a broad interest in applying data analysis across different business functions. Their virtual internship experience shows initiative and a proactive approach to gaining practical skills. The certifications, including 'Career Edge: Young Professional' and '30-Day Data Analytics MasterClass', suggest a commitment to continuous learning and professional development, aligning well with a growth-oriented culture.
Soft Skills & Operational Fit
The candidate demonstrates strong analytical thinking, problem-solving, attention to detail, and clear communication, which are crucial for a Data Analyst role. Their psychometric test score indicates good logical reasoning and work attitude. The ability to translate stakeholder questions into analytical tasks and present findings clearly suggests a good operational fit for data-driven decision-making environments.