Looking for a job

Gourab Banerjee

@gourabbanerjee

Message

Aspiring Data Scientist skilled in Python, SQL, and ML.

India

Message

What I'm looking for

I am looking for a role that fosters growth, encourages innovation, and values data-driven decision-making.

As an aspiring Data Scientist, I possess a strong foundation in Python, SQL, and machine learning, complemented by hands-on experience in end-to-end projects. My expertise lies in building and deploying classification and regression models, performing exploratory data analysis (EDA), and leveraging data to drive real-world business decisions.

Throughout my academic journey, I have successfully completed projects such as Credit Risk Modelling and Health Insurance Cost Prediction, where I achieved impressive accuracy rates and deployed interactive applications using Streamlit. My commitment to continuous learning is evident through my certifications in Python, SQL, and Machine Learning, which have equipped me with the necessary skills to excel in the data science field.

Experience

Work history, roles, and key accomplishments

Credit Risk Modelling - Finance and Banking

Self Employed

Jul 2025 - Present (0 months)

Developed a classification model to predict loan default risk using 50,000+ financial records. Achieved 92.3% accuracy and 0.81 F1-score; evaluated using ROC-AUC and confusion matrix. Deployed model via Streamlit for real-time predictions.

Python Machine Learning Statistical Analysis Streamlit XGBoost Logistic Regression Random Forest

Health Insurance Cost Prediction - Healthcare

Self Employed

Jun 2025 - Present (1 month)

Built a regression model to predict premiums using demographic and health data (~1,300 records). Trained Linear Regression, Random Forest, XGBoost; achieved 98.4% R2, RMSE: 1420.73, MAE: 1089.56. Deployed interactive app using Streamlit.

Python Machine Learning Statistical Analysis Streamlit XGBoost Random Forest GridSearchCV

Education

Degrees, certifications, and relevant coursework

Government College of Engineering and Leather Technology Kolkata

Bachelor of Technology, Information Technology

2023 -

Grade: 7.3

Activities and societies: Currently Establishment Secretary at GCELT; coordinate student council tasks and campus events. Serving as Chief Placement Coordinator; manage placement drives, connect with recruiters, and help peers with resumes and interview preparation.

Currently pursuing a Bachelor of Technology in Information Technology. The curriculum focuses on core concepts and advanced topics in IT, preparing for a career in data science and related fields.

The Calcutta Technical School Kolkata

Diploma in Engineering and Technology, Mechanical Engineering

2019 - 2022

Grade: 72.8%

Completed a Diploma in Engineering and Technology with a specialization in Mechanical Engineering. Gained foundational knowledge in engineering principles and practical skills relevant to the field.