Vedant Ghodke

Data Avengers

Mar 2025 - Aug 2025 • 0.4 yrs

• Completed an industry-oriented data science internship, applying Python, SQL, Statistics, and Machine Learning to solve real-world business problems under structured mentorship. • Performed end-to-end exploratory data analysis, including data cleaning, feature engineering, and SQL-based data preparation, to convert raw datasets into model-ready formats. • Designed and evaluated machine learning models (linear/logistic regression, classification, and clustering), applying cross-validation, hyperparameter tuning, and appropriate performance metrics to ensure robust results. • Solved applied problem statements by translating business objectives into analytical approaches, explicitly considering statistical assumptions, model selection trade-offs, and interpretability to deliver actionable insights.

Teachnook

Dec 2023 - Feb 2024 • 0.2 yrs

• Extracted, cleaned, and transformed unstructured data using SQL (joins, aggregations, filtering) to build analysis-ready datasets supporting organizational reporting needs. • Conducted exploratory data analysis and data validation to ensure data quality, consistency, and reliability across reporting pipelines. • Created data visualizations using Matplotlib and Seaborn to communicate insights on key performance metrics. • Built Excel-based dashboards to track key performance indicators, enabling stakeholders to monitor trends and make data-informed decisions.