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Nilesh Koli

@nileshkoli

Data Scientist

Hadapsar, Pune

nileshkoli7740

Dapoli Urban Bank Senior Science College, Dapoli

Nilesh Koli is a skilled Data Scientist proficient in Python, SQL, and advanced machine learning techniques. He has experience in developing and expanding ML platforms, demonstrated by a project on Loan Eligibility Prediction. His expertise includes exploratory data analysis, model building (Random Forest, XGBoost), and data visualization using tools like Tableau and Power BI.

Experience

Loan Eligibility Prediction (Project)

Developed a machine learning platform to automate the loan eligibility process in real-time. Responsibilities included initial data investigation, exploratory data analysis (EDA), missing value/outlier treatment, and model development using Logistic Regression, Decision Tree, Random Forest, and XGBoost. Tools used: Python, Numpy, Pandas, Matplotlib, Seaborn, scikit-learn.

Education

Dapoli Urban Bank Senior Science College, Dapoli

Master Of Science

Aug 2019 - Oct 2021

Balasaheb Desai College, Patan

Bachelor of Science

Jun 2016 - Jul 2019

Licenses & Certifications

My SQL BASICS

Great learnings

• No expiration

Data Visualization with Power BI

Great Learning

• No expiration

Skills

Python
Numpy
Pandas
Matplotlib
Seaborn
Plotly
Tableau
Power BI
SQL
scikit-learn
Linear Regression
Logistic Regression
Lasso
Ridge
Naive Bayes
Support Vector Machine
Decision Tree
Random Forest
GBM
XGBoost
AdaBoost