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Data Analyst with less than a year in Python, SQL & Machine Learning
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Detail-oriented Data Analyst fresher with hands-on experience in Python, SQL, Excel, and Power BI. Skilled in data cleaning, exploratory data analysis (EDA), data visualization, and machine learning model development. Adept at translating complex datasets into actionable insights to support data-driven business decisions. Strong foundation in statistics, probability, and feature engineering.
Dr. M.G.R Educational and Research Institute, Chennai
B.Tech · Computer Science and Engineering
August 1, 2021 – June 30, 2025
Skill Intern
Data Analyst Intern
August 1, 2024 – December 1, 2024
India
Apple Stock Price Prediction
January 1, 2024 – January 1, 2024
Designed and implemented a predictive analytics model to forecast Apple Inc. stock prices for the next 30 days using historical time-series data. Performed end-to-end data preprocessing, feature engineering, and EDA using Python (Pandas, NumPy, Matplotlib, Seaborn) to uncover trends and seasonality patterns. Implemented complex SQL queries with visualized actual vs. predicted stock trends using Matplotlib to communicate insights to non-technical stakeholders. Leveraged Scikit-learn for model training, validation, and hyperparameter tuning to optimize forecast results.
View ProjectRecommendation System
January 1, 2024 – January 1, 2024
Designed and developed a personalized recommendation system to suggest products/movies/items to users based on their preferences and historical interaction data. Performed data preprocessing, cleaning, feature engineering, and EDA using Python libraries such as Pandas, NumPy, Matplotlib, and Seaborn. Implemented Collaborative Filtering and Content-Based Filtering techniques to improve recommendation accuracy and user experience. Built and evaluated machine learning models using Scikit-learn; measured performance using Precision, Recall, RMSE, and accuracy metrics.
Data Science Certification – Switching, Routing, and Wireless Networks
Cisco Networking Academy
June 1, 2025 – December 1, 2025
Data Science Certificate
Skill Intern
June 1, 2025 – December 1, 2025
Cultural Fit Analysis
The candidate's academic projects and internship align well with a Data Analyst role, demonstrating a clear interest and foundational skill set in the field. The diversity of projects (stock prediction, recommendation systems) shows a breadth of application for data analysis techniques. The certifications further reinforce a commitment to data science. The candidate appears to be a good fit for a data-driven culture that values continuous learning and practical application of skills.
Soft Skills & Operational Fit
The candidate's resume highlights a detail-oriented approach and the ability to translate complex datasets into actionable insights, which are crucial for a Data Analyst role. The project descriptions indicate a structured approach to problem-solving and a focus on communicating insights to non-technical stakeholders. However, without specific behavioral assessment data, it's difficult to fully assess stress handling, team collaboration, or work attitude.