Create Credit Scoring Platform - Python

We need to create V1 of our credit scoring platform in Python. The platform will need to automatically determine the following for all loan applications that come through our systems:

1. PD (probability of default)

2. EAD (exposure at default)

3. LGD (loss given default)

4. Loan pricing

5. Maximum loan / line of credit size

6. Score the applicant based on PD

These will need to be determined over several scenarios. Details are provided in the attached Word and Excel documents.

Навыки: Анализ и обработка данных, Python, Статистический анализ

О работодателе:
( 3 отзыв(-а, -ов) ) Littleton, United States

ID проекта: #10462483

12 фрилансеров(-а) готовы выполнить эту работу в среднем за $2854


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We will be building a set of predictive models to answer these questions for each applicant. For e.g., Probability of default - decision tree classification or logistic regression model Max loan / LOC - linear r Больше

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Hi! We are interested in your project and having good experience in similar project that we already built. If you like we will show our work. You may see our profile for satisfaction. We have some question regarding Больше

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My name is Mike and I’m from UK. I work with individual clients and also provide outsourcing services for a number of UK and USA based agencies. Your project description sounds interesting to me and I do have skills & Больше

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I am a full stack developer having a experience in web application development. Over the years i have worked on various frameworks and languages. I have expertise in Django, Flask in python and YII framework in php. Больше

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I am an expert in data mining and predictive modeling. I have a PhD in Physics and I have extensive experience in machine learning applications and models (churn, fraud, customer segmentation, trading). I work with R, Больше

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Dear Client, Greetings from Flowgica technologies, I have experience with these skills. We do have similar experience doing something similar to yours therefore I am looking forward to discuss and move ahead. please ch Больше

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Hello! We are a US company with an established 14-year history developing custom cloud based applications for a diverse client list, ranging from small business to enterprise-level. At WorkXpress, our top concern i Больше

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Dear Sir/Madam, Could you provide the workflow for us to understand more detail about what we are going to create? Is it possible to provide some samples about input and output of project? Looking forward to h Больше

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Hey pal, Check out my profile, i'm hands down the best statistician on this site. Let's talk about some of the issues with building credit systems you haven't mentioned in the document such as class imbalance (when Больше

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