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Data Science with less than a year in Python & SQL
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Analyst / Data Science graduate with hands-on training in data cleaning, SQL querying, predictive modeling, and dashboard development. Proficient in Python, data visualization, and analytics reporting. Demonstrated ability to automate workflows, enhance data quality, and deliver actionable insights through data-driven solutions. Seeking an entry-level Data Analyst or Data Science role to apply analytical and technical skills in a real-world environment.
MG University
Bachelor of Science · Computer Science
August 1, 2022 – June 30, 2025
Aesthetix Edu-Tech, Cochin
Data Science Certification (with Internship Training)
May 1, 2025 – Present
Cochin, Kerala, India
Customer Segmentation using Machine Learning and Voice of Customer (VoC)
June 19, 2026 – Present
Developed an intelligent customer segmentation system using unsupervised machine learning to identify different customer groups for targeted marketing strategies. Processed an e-commerce dataset containing demographics, behavioral data, and customer reviews. Performed text preprocessing and TF-IDF vectorization to convert customer reviews into numerical features. Implemented K-Means clustering to segment customers into three distinct groups. Used Elbow Method and Silhouette Score to determine optimal cluster count.
VDealer - Django-Based E-commerce Platform
June 19, 2026 – Present
Implemented secure user authentication and form validation. Designed product listing and transaction workflow using Django framework. Ensured responsive UI and structured backend integration.
View ProjectSporty - PHP-Based Sports Marketplace
June 19, 2026 – Present
Built product filtering, categorization, and order tracking features. Developed database-driven backend for managing users and products. Improved usability through organized navigation and structured UI.
View ProjectMACHINE LEARNING MINI PROJECTS
June 19, 2026 – Present
Completed several mini machine learning projects focusing on predictive modeling and data analysis. These projects include models for house price prediction, sales forecasting, customer churn prediction, and classification tasks using algorithms such as Linear Regression, Logistic Regression, Decision Trees, and Random Forest. Each project involved data preprocessing, feature engineering, model training, and performance evaluation.
Data Science Certification (with Internship Training)
Aesthetix Edu-Tech, Cochin
May 1, 2025 – Present
Cultural Fit Analysis
The candidate's project diversity, including e-commerce platforms (Django, PHP) and multiple data science projects (customer segmentation, predictive modeling), indicates a broad interest and willingness to explore different technical domains. Their current internship in Data Science aligns well with the target role, suggesting a focused career path. The academic projects further demonstrate initiative and a practical approach to learning. This breadth of experience and clear career alignment contribute positively to cultural fit, especially in environments that value versatility and practical application.
Soft Skills & Operational Fit
The candidate demonstrates strong analytical thinking and problem-solving skills, along with the ability to work with both structured and unstructured datasets. Their quick learning ability and interest in data analytics, machine learning, and business intelligence suggest a good operational fit for roles requiring continuous learning and adaptation. However, without specific psychometric test results, a deeper assessment of stress handling and team collaboration is not possible.