Data Analyst with less than a year in Data Analytics & Product Analytics
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Business Analytics graduate with hands-on internship experience in product analytics, SQL-driven data validation, dashboard development, and cross-functional collaboration. Proven ability to translate data insights into product recommendations, track KPIs, and support data-driven decision making in SaaS environments.
Globsyn Business School
PGDM · Business Analytics & Marketing
August 1, 2024 – June 30, 2026
Vijaygarh Jyotish Ray College
BSc (Hons) · Physics
August 1, 2019 – June 30, 2022
Loyalytics.ai
Deployment Intern
February 1, 2026 – May 31, 2026
Bengaluru, Karnataka, India
Exabyte Infotech Pvt. Ltd.
Business Analyst Intern
May 1, 2025 – July 31, 2025
Kolkata, West Bengal, India
Customer Churn Prediction Model
June 1, 2026 – Present
Built Logistic Regression and Random Forest models achieving 87% AUC-ROC to predict customer churn; prioritized high-risk user segments to reduce false negatives and inform retention strategy. Performed EDA and feature engineering on 10K+ records to identify top churn drivers, translating findings into product-facing insights on user behaviour.
Product & Customer Analytics Dashboard
June 1, 2026 – Present
Built a call centre analytics report tracking agent KPIs, response time, resolution rate, call volume, delivering a 3.4/5 customer satisfaction benchmark and surfacing actionable performance trends. Designed a churn analysis dashboard for 7,043 customers revealing a 26.54% churn rate; structured insights to support product and retention strategy decisions for business stakeholders.
Air Cargo Operations Analysis
June 1, 2026 – Present
Leveraged SQL on airline dataset to analyse busiest routes, ticket sales, and operational bottlenecks; findings contributed to a 25% increase in revenue collection and 15% reduction in customer complaints.
GenAI Powered Data Analytics Job Simulation
Unknown
June 1, 2026 – Present
SQL and Relational Databases 101
Unknown
June 1, 2026 – Present
Advanced Excel
Unknown
June 1, 2026 – Present
Data Visualisation: Empowering Business with Effective Insights
Unknown
June 1, 2026 – Present
Power BI
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic projects and internship experiences show a strong alignment with data-driven decision-making and analytics, which is crucial for a Data Analyst role. The diversity of projects (churn prediction, call center analytics, air cargo operations) indicates adaptability and a broad interest in applying data analysis across different domains. The certifications further reinforce a proactive learning attitude.
Soft Skills & Operational Fit
The candidate demonstrates good operational fit through their internship experiences, particularly in collaborating with product, engineering, and QA teams. Their ability to communicate insights to non-technical stakeholders suggests good communication skills. The project descriptions indicate a problem-solving mindset and an understanding of business impact.