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Data Science with less than a year in Data Analysis & Machine Learning.
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Science professional with expertise in machine learning, data analysis, and visualization. Proficient in Python, SQL, Power BI, and Tableau. Skilled in predictive modeling, EDA, and interactive dashboards. Completed end-to-end projects like hotel booking cancellation prediction and business analytics. Google Data Analytics certified with strong statistical analysis and feature engineering skills. Passionate about leveraging data to drive business growth.
GREAT LAKES INSTITUTE
Master of Science · Data Science
August 1, 2023 – June 30, 2024
Data Visualization
(Freelancing)
May 1, 2025 – September 30, 2025
India
Adstan
Data Analyst Intern
December 1, 2024 – April 30, 2025
India
Machine Learning-Hotel Booking Cancellation Project
June 28, 2026 – Present
Extracted and prepared data from large datasets, handling outliers, performing data encoding and scaling. Developed predictive models using Logistic Regression, Decision Trees, and Random Forest for forecasting hotel booking cancellations. Provided actionable insights to enhance guest services and optimize booking processes.
Business 360 - Brick & mortar and ecommerce
June 28, 2026 – Present
Created a comprehensive Power BI dashboard integrating data from SQL databases and Excel/CSV files. Designed and refined data models and visualizations, leading to a 15% increase in revenue over three months. Delivered actionable insights that contributed to strategic planning, resulting in a projected 10% revenue growth and 20% expense reduction.
Google Data Analytics Certification
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's projects cover diverse areas like hotel booking cancellation prediction and business analytics for e-commerce, indicating adaptability and a broad interest in applying data science. The academic background in Data Science from GREAT LAKES INSTITUTE aligns well with a data-centric role. The inclusion of both academic and personal projects, along with a Google Data Analytics Certification, suggests a self-driven individual keen on continuous learning. However, the limited professional experience makes it challenging to fully assess cultural fit in a corporate setting.
Soft Skills & Operational Fit
The candidate demonstrates problem-solving and critical thinking skills through project descriptions. Their experience in creating dashboards and providing data-driven insights suggests an ability to communicate complex information effectively. The academic and personal projects indicate a proactive approach to learning and applying data science concepts. However, the short duration of professional experiences (internship and freelancing) limits the assessment of long-term operational fit and collaboration in a sustained team environment.