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We are a micro lending company and looking for a predictive modelling on credit score based on non-traditional data of the customer i.e Facebook, Instagram, Linkedin etc. We are looking at freelancers who is/had worked on similar assignment earlier.
Project ID: 24227802
5 proposals
Remote project
Active 6 yrs ago
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5 freelancers are bidding on average ₹122,222 INR for this job

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, PYTHON, WEKA, TABLEAU, POWER BI, and EXCEL tools like machine learning, deep learning, AI, NLP, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
₹150,000 INR in 7 days
7.0
7.0

I work as a data scientist and algo trader. In my day-job I help businesses with their data modelling problems. We did a similar project there where we used rated individuals to train models on alternative data such as documents and forms. I might be able to help you with your problem.I;m new here but I have materials and experience. Get in touch by chat, Alan
₹125,000 INR in 25 days
4.5
4.5

i work as a data scientist for a retail firm and ur project looka interested. looking forward to hearing from you
₹111,111 INR in 30 days
0.0
0.0

Hi, I am a DL/ML expert, currently working as a deep learning specialist researcher at a mathematics research center, apart from freelancing. I have a BSc in Financial Analysis, and I understand the basics of credit risk evaluation. I can use deep learning to evaluate said profiles of applicants with NLP models, or even CNN models for image classification. Or after feature extraction I can use statistical models with more explanatory power (but less powerful), like decision trees or logistic regression.
₹112,500 INR in 7 days
2.7
2.7

Even if it sounds unethical and not sure how legal it is in your country (I know in the U.S. it is illegal) to discriminate based on this information, I am still interested in the project based on the scientific merit. That is if personally identifiable information can be used to improve default risk. Also I would be glad to discuss different techniques by which you can make the entire process legal without directly using discriminating information, one technique is differential privacy. Feel free to message me.
₹112,500 INR in 7 days
0.0
0.0

Bangalore, India
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