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Data Science with less than a year in Python & Machine Learning
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Aspiring Data Science professional with expertise in Python, Pandas, Machine Learning, Deep Learning, Scikit-learn, MongoDB, DSA, Git, and AWS. Committed to developing data-driven solutions, building predictive models, and addressing real-world challenges through analytical thinking and machine learning techniques.
Government Engineering College
Bachelor of Engineering · Artificial Intelligence and Data Science
August 1, 2022 – June 30, 2026
VStand4U Technologies Private Limited
Python Full Stack Development
February 1, 2026 – May 1, 2026
Bengaluru, Karnataka, India
Sales Forecasting and Business Analytics System
April 1, 2026 – May 1, 2026
Developed a Sales Forecasting and Business Analytics System to predict future sales trends using historical business data from SQL databases. Executed data extraction, cleaning, and preprocessing, alongside exploratory data analysis with SQL and Pandas, to uncover key business insights. Built and evaluated machine learning models using Scikit-learn to enhance forecast accuracy and facilitate data-driven business decisions.
Customer Churn Prediction System
January 1, 2026 – March 1, 2026
Developed a Customer Churn Prediction System to identify customers at risk of discontinuing services by analyzing historical customer data stored in SQL databases. Executed SQL queries for data extraction, cleaning, and preprocessing; utilized Pandas and Scikit-learn for feature engineering, model training, and predictive analysis. Implemented machine learning algorithms to enhance prediction accuracy and generated actionable insights through data analysis to bolster customer retention strategies.
Cultural Fit Analysis
The candidate's projects align well with a Data Science role, demonstrating a clear interest and foundational skill set in the domain. The academic background in Artificial Intelligence and Data Science further reinforces this fit. The internship in 'Python Full Stack Development' with AI/Data Science components shows versatility and a willingness to explore related areas. However, the limited professional experience and project diversity (both personal projects are similar in scope and technology stack) suggest a need for broader exposure to different problem domains and team environments to fully assess cultural fit in a senior role.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on data-driven solutions and problem-solving. The internship experience, though brief, suggests exposure to a professional environment. However, without specific psychometric or English test scores, it's difficult to assess logical reasoning, work attitude, stress handling, or team collaboration directly. The descriptions are clear but lack depth in explaining challenges faced or decisions made, which could indicate a need for development in articulating complex scenarios.