shubham dhadage

shubham dhadage

Data Analyst
India

About Me

Highly motivated Data Analyst with a Master's in Applied Statistics and experience in data manipulation, statistical modeling, and predictive analytics. Proficient in SQL and Python programming with strong problem-solvin…

Experience

Business Analyst (freelance)

The Statsloom
Jan 2022 - Jan 2024 · 2 years

<p>Collaborated with Medical Researches to provide statistical analysis and insights for their research papers and Thesis.<br>
Delivered comprehensive statistical support, including data analysis, hypothesis testing, and interpretation of results.<br>
Trained and supervised a team of 15 interns, ensuring they acquired essential statistical skills and knowledge.<br>
Streamlined statistical processes to improve accuracy and efficiency in data analysis.</p>

Data Scientist Intern

Technocolabs Software
Jan 2019 - Jan 2022 · 3 years

<p>Developed supervised machine learning models using Logistic Regression and Naive Bayes to predict startup outcomes.<br>
Designed and deployed data visualizations using Power BI.<br>
Used Python to clean and prepare data for various projects, ensuring data accuracy of over 91%.<br>
Leveraged Python and SQL to analyze large datasets for forecasting.<br>
Achieved a 15% improvement in forecasting accuracy.</p>

Project

Startup Acquisition Status Prediction

<p>Led a predictive analysis project using Logistic Regression and Naive Bayes algorithms to determine the economics future status of startups, achieving a 90% prediction accuracy.<br>
Applied advanced data preprocessing techniques, including feature engineering and missing value handling.<br>
Integrated machine learning outcomes into tools for strategic decision-making, enhancing investor and policymaker insights.<br>
Utilized Python and libraries like Pandas, Matplotlib, and Scikit-Learn for data analysis and model development.</p>

Project

Financial Risk Modeling in P2P Lending Platforms

<p>Employed KNN and Logistic Regression models achieving an impressive 86% accuracy as the best-fit model.<br>
Engineered and deployed advanced risk analytics and machine learning models in banking, specializing in predicting client default rates, resulting in a 20% decrease in non-performing loans.<br>
Applied PCA, classification, and regression modeling.</p>

Skills

MySQL Python Statistics Machine Learning Power BI Regression Analysis Data Visualization - PowerBI tableau(basic) Critical Thinking Problem-Solving Leaderships Pandas NumPy SQL Tableau Microsoft Excel Minitab ETL Time Management Leadership Multitasking
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