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Data Analyst with less than a year in Python & SQL.
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Assessing your cultural and operational fit
Data Analyst with hands-on experience in Python, SQL, Excel, Power BI, and Tableau. Skilled in data cleaning, exploratory data analysis (EDA), dashboard development, and business insights. Passionate about leveraging data to solve business problems and support data-driven decision-making.
S.D.M College of Engineering and technology, Dharwad
Bachelor of Engineering
N/A – June 30, 2025
Recommendation System
June 18, 2026 – Present
Developed an online course recommendation system using a dataset containing 10,000+ learner interactions and 5,000+ course records. Performed data cleaning, preprocessing, and Exploratory Data Analysis (EDA) on user profiles, course metadata, and engagement data, improving data quality by 25%. Optimized recommendation performance through feature engineering and similarity-based algorithms, achieving approximately 18% improvement in recommendation relevance. Analyzed user engagement metrics, certification preferences, and course completion rates to generate actionable learning insights.
Restaurant Order Analysis – MySQL
June 18, 2026 – Present
Analyzed 15,000+ restaurant order records using MySQL to identify customer purchasing patterns, sales trends, and menu performance. Performed data cleaning, aggregation, and EDA to improve data accuracy and reporting efficiency. Identified the top 10 best-selling and bottom 10 least-performing menu items, enabling data-driven menu optimization. Generated KPI reports including Total Revenue, Average Order Value (AOV), Order Volume, and Customer Purchase Trends.
Global CO2 Emissions Analysis – Tableau
June 18, 2026 – Present
Designed and developed an interactive Tableau dashboard to analyze 250+ years (1750–2020) of global CO2 emissions data across 200+ countries. Performed data cleaning, transformation, and validation to ensure 100% data consistency before visualization. Identified long-term emission patterns and regional trends, supporting data-driven decision-making and climate change analysis. Optimized dashboard performance by applying data aggregation, calculated measures, and efficient visualization techniques, improving dashboard responsiveness by 25%.
The Complete Python Pro Bootcamp - Certification
Udemy
October 1, 2025 – Present
Data Science and Data analyst
ExcelR Bangalore
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate a breadth of skills across different data analysis domains (recommendation systems, restaurant order analysis, environmental data). The target role of 'Data Analyst' aligns well with the skills and project experience. The certifications further support a proactive learning attitude. However, the lack of professional experience limits the assessment of cultural fit in a corporate environment.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work with diverse datasets and apply analytical techniques to solve business problems. The mention of 'Agile Methodology' suggests familiarity with structured development processes. However, without specific psychometric or English test scores, a comprehensive assessment of soft skills like logical reasoning, work attitude, stress handling, and team collaboration is not possible.