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Data Science with less than a year in Data Analysis & Machine Learning
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Assessing your cultural and operational fit
MBA fresher with strong analytical, statistical, and technical skills in Excel, SQL, Python, and Tableau. Looking for an Analyst role to translate data into actionable insights that improve decision-making and business outcomes."
Pb Siddhartha college of arts & science
MBA · Business Analytics
August 1, 2024 – June 30, 2026
Sri Durga Malleswara Siddhartha mahila kalasala
B. Com · Commerce (honours)
August 1, 2021 – June 30, 2024
Sri Durga Malleswara Siddhartha mahila kalasala
MEC
June 1, 2019 – May 31, 2021
Sri prathibha school
SSC
June 1, 2018 – May 31, 2019
Edubot software solutions
Business analyst
January 5, 2025 – June 15, 2025
India
Shivaji&co chartered accountants
Account intern
September 1, 2023 – December 31, 2023
India
Customer sentiment analysis for product review
June 1, 2026 – Present
This project focuses on analyzing customer reviews of Samsung products to understand their sentiments, opinions, and overall satisfaction levels. With the rapid growth of e-commerce platforms, customers frequently share detailed feedback about product quality, features, pricing, and service experiences. By applying Natural Language Processing (NLP) and data analytics techniques, this project aims to classify reviews into sentiment categories such as positive, negative, or neutral. The project involves data collection from online review sources, followed by text preprocessing (tokenization, stop-word removal, stemming/lemmatization). Various sentiment analysis techniques, including machine learning models (Naïve Bayes, Logistic Regression, Random Forest are applied to extract insights.
Data Analytics Job Simulation
Deloitte Australia
June 1, 2026 – Present
Microsoft Excel for data analyst
Infosys springboard
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic background in Business Analytics and Commerce, coupled with an internship in Business Analysis, aligns with a data-driven culture. The project on customer sentiment analysis shows an interest in understanding customer behavior and contributing to business outcomes. The stated strengths of critical thinking and communication are valuable for team collaboration. However, the limited professional experience means cultural fit is largely inferred from academic pursuits and stated attributes.
Soft Skills & Operational Fit
The candidate highlights strengths in hard work, critical thinking, communication, and patience. The academic project and internship demonstrate an ability to apply learned skills to practical scenarios, suggesting a proactive and learning-oriented approach. The role as an Account Intern also indicates attention to detail and organizational skills, which are beneficial for data-intensive roles. However, the overall experience level is very junior, which might require significant operational guidance.