shubham dhadage

shubham dhadage

Data Analyst
India

نبذة عني

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…

الخبرة

Business Analyst (freelance)

The Statsloom
Jan 2022 - Jan 2024 · 2 سنوات

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

Data Scientist Intern

Technocolabs Software
Jan 2019 - Jan 2022 · 3 سنوات

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

Project

Startup Acquisition Status Prediction

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.
Applied advanced data preprocessing techniques, including feature engineering and missing value handling.
Integrated machine learning outcomes into tools for strategic decision-making, enhancing investor and policymaker insights.
Utilized Python and libraries like Pandas, Matplotlib, and Scikit-Learn for data analysis and model development.

Project

Financial Risk Modeling in P2P Lending Platforms

Employed KNN and Logistic Regression models achieving an impressive 86% accuracy as the best-fit model.
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.
Applied PCA, classification, and regression modeling.

المهارات

ماي إس كيو إل بايثون (لغة برمجة) الإحصاء تعلم الآلة باور بي آي تحليل الانحدار Data Visualization - PowerBI tableau(basic) Critical Thinking Problem-Solving Leaderships Pandas NumPy SQL Tableau Microsoft Excel Minitab ETL Time Management Leadership Multitasking
الإبلاغ عن هذا الملف الشخصي؟