Application Scorecard for a Personal loan automated decisioning - Bangalore based only

Job ID: 37480375

Budget: ₹12,500 – ₹37,500 INR

I am looking for a skilled machine learning model builder with experience in supervised learning who is based out of Bangalore due to data privacy issues. The purpose of the machine learning model is to predict if an applicant is not likely to repay a loan. I have a dataset with more than 10,000 data points that needs to be used for training the model and the model needs to have strong discriminatory power that holds across time.

Ideal skills and experience for this project include:
- Strong background in machine learning and supervised learning algorithms
- Proficiency in Python and relevant libraries Scikit-learn
- Ability to preprocess and clean large datasets
- Experience with feature engineering and selection, specifically in indian nbfc context
- Familiarity with model evaluation and optimization techniques
- Strong problem-solving and analytical skills

If you have the necessary expertise and are interested in working on this project, please submit your proposal.