Data Science with less than a year in data analytics, predictive modeling & dashboard development.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data science graduate proficient in Python, SQL, Power BI, and Machine Learning with hands on experience in data analytics, predictive modeling, and dashboard development. Passionate about leveraging data-driven solutions to solve real-world business problems.
MCC College
B.Sc. · Data Science
N/A – June 30, 2026
Dataview Analytics
Data Analyst Intern
August 1, 2025 – October 1, 2025
India
BookWise AI
April 1, 2026 – May 1, 2026
Developed an AI-powered book discovery application using Google Books API and Open Library API to fetch real-time book metadata, covers, authors, and descriptions. Built a content-based recommendation engine using TF-IDF vectorization and cosine similarity to suggest similar books. Designed an interactive Streamlit interface with book search, personalized recommendations.
Customer Relationship Management (CRM) System
April 1, 2026 – May 1, 2026
Designed and developed a Customer Relationship Management (CRM) database system to manage customer, sales, and employee records efficiently. Created normalized relational database schemas with primary keys and foreign keys to ensure data integrity and reduce redundancy. Generated analytical reports identifying top customers and sales trends, enabling data-driven business decisions.
Customer Churn Analysis
March 1, 2025 – April 1, 2025
Built an end-to-end churn prediction system using Logistic Regression and Random Forest Performed data cleaning, EDA, encoding, and feature scaling on real telecom customer data Handled class imbalance using SMOTE and evaluated models using ROC-AUC Identified key churn drivers using feature importance to support business decisions
Python (Basic) Certification
HackerRank
June 1, 2026 – Present
Program Completion in Data Science
Codec Technologies
June 1, 2026 – Present
Gen AI MasterMind
Outskill
June 1, 2026 – Present
SQL (Basic) Certification
HackerRank
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects demonstrate initiative and a proactive approach to learning and applying data science concepts. The diversity of projects (churn analysis, recommendation engine, CRM system) shows a broad interest within the data science domain. The internship experience indicates an ability to work in a professional setting. However, the candidate is still pursuing their bachelor's degree, which might indicate a need for mentorship and structured guidance in a professional environment. The academic nature of most projects suggests a strong learning orientation.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on end-to-end solutions and apply data-driven insights to business problems. The internship experience suggests an ability to contribute to data reporting and strategic decision-making. However, without specific behavioral assessment data, it's difficult to fully assess soft skills like teamwork, problem-solving under pressure, or communication in a collaborative setting.