Find Jobs
Hire Freelancers

Identifying Potential Risk Customers

₹75000-150000 INR

Completed
Posted about 4 years ago

₹75000-150000 INR

Paid on delivery
From a set of historical data, study the patterns of all the customers & classify them as active/inactive customers. Apply the pattern of inactive customers to the new customers & identify if the are likely to become inactive in near future.
Project ID: 24078957

About the project

13 proposals
Remote project
Active 4 yrs ago

Looking to make some money?

Benefits of bidding on Freelancer

Set your budget and timeframe
Get paid for your work
Outline your proposal
It's free to sign up and bid on jobs
Awarded to:
User Avatar
easy for me. Questions - 1) How huge the dataset is? 2) Number of factors/attributes to measure customer activity. Do you have it handy? 3) Will there be any customer's transactional data shared once the underline data is processed? thanks Jag
₹75,000 INR in 15 days
4.8 (7 reviews)
5.2
5.2
13 freelancers are bidding on average ₹92,393 INR for this job
User Avatar
I have an experience in machine learning and data science.I did projects in apriori algorithms,recommendation engines and market basket analysis. Waiting for your response.
₹83,333 INR in 7 days
4.9 (97 reviews)
6.0
6.0
User Avatar
I have more than 10 years of experience in Data Science and Analytics. I have good knack for data and related Visualization projects. I have excellent skills in Python, R, Tableau, Power BI, Excel, etc. I have already delivered many projects in the field while creating leadership dashboards or advanced Machine Learning models. Few use cases I have successfully delivered - Customer analytics | Campaign Analytics | Location Analytics/ Site selection | Recommender Systems/ market basket analysis | Churn Analytics | Price modelling | Market Potential & penetration analysis I have carefully read your requirements and confident to deliver the best quality work according to your satisfaction. Moreover, I have delivered very similar kind of projects for clients. Please feel free to connect for any clarifications or to check my previous work. Check my complete profile - https://www.freelancer.com/u/anuraggupta131
₹100,000 INR in 15 days
4.0 (4 reviews)
6.9
6.9
User Avatar
Hi I am a very experienced statistician, data scientist and business analyst. 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
4.4 (30 reviews)
5.9
5.9
User Avatar
I work as a data scientist and algo trader. In my day-job I help business with problems exactly like yours. I previously helped a major fuel-card company identify customer churn KPIs, customer segmentation and churn prediction. The task will involve: Data cleaning and formatting Feature selection and identification of churn indicators Model building and testing Model optimisation Using your historical data I can train survival models to understand when a customer is likely to leave. 20 days depending on the amount of work involved. I take my time, collaborate with you and make it work. Get in touch by chat, Alan
₹112,500 INR in 20 days
5.0 (19 reviews)
4.8
4.8
User Avatar
hello sir , I am a machine learning engineer having 5+ years of experience . I have done many projects on image classification either in agriculture sector or in medical sectors. I have used many framework for object detection like pytorch,mxnet , tensor flow ,keras , caffe . some of my projects are identification of different types of notes object detection using YOLO or RCNN custom object detection brain hemorrhage subtypes detection I hope you will like my profile . PLEASE email me for more details where we can discuss the project in deep. And I am pretty sure that you will get best results ever. the price are negotiable after proper discussion
₹75,000 INR in 7 days
4.9 (21 reviews)
4.5
4.5
User Avatar
Hi, I have more than 4 years in analytical and machine learning projects in many different industries like digital, retail, banking and travel. I have done client facing projects and end-to-end implementation of analytical tools and dashboards, machine learning for supervised and unsupervised models. Clustering and graph analysis is a good option for your project. Hope we can work together. Jhony
₹75,000 INR in 10 days
5.0 (2 reviews)
4.0
4.0
User Avatar
Hey I have gone through your requirements and I am ready to work with you. As I have 6+ years of expereience in Python, Django, ML, AI , NLP, IOt and can be done by tensorflow or opencv. Can we discuss the requirements ??
₹75,000 INR in 7 days
5.0 (2 reviews)
3.7
3.7
User Avatar
Hi Client. I am a Data Scientist at a firm which works with patient level data. The last project I did here was very similar to the one you mention. We had to predict the customers who will churn [i.e. who will not be active in the next 6 months by using their selling trend from the last 6 months]. This type of analysis is done by building features which affect the customer to be a part of the sale. In the project I did we also studied the model to find the factors which are responsible for a customer churning out. I suppose this recent experience of mine in that project will help me structure this project for you. Apart from this, I would like to highlight my background in Applied Mathematics from IIT Roorkee which helps and supports me in doing Mathematical analysis. After modelling I will also do the analyse the reason for churn with the help of SHAP and LIME. These tools help us to understand the key focus of the model. Lets connect and start working on the problem together. Thanks and Regards, Humair Raj Khan.
₹90,000 INR in 7 days
5.0 (2 reviews)
3.6
3.6
User Avatar
I am a PhD in statistics from IIT. I have more than 5 years experience in data analytics. I have done similar work where we analysed customer behaviour. We can negotiate the bid amount as well.
₹77,777 INR in 3 days
5.0 (6 reviews)
3.1
3.1
User Avatar
hi i am a professional data scientist and very excited to do this project for you, is seems like a classification problem and we will have to use logistics regression to classify the initial set and build a model and train that we can apply on the untrained data later. I am based in bhopal and keen to discuss and do this project. Puneet
₹112,500 INR in 7 days
2.4 (1 review)
2.8
2.8

About the client

Flag of INDIA
gurgaon, India
5.0
2
Payment method verified
Member since Jul 13, 2017

Client Verification

Thanks! We’ve emailed you a link to claim your free credit.
Something went wrong while sending your email. Please try again.
Registered Users Total Jobs Posted
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Loading preview
Permission granted for Geolocation.
Your login session has expired and you have been logged out. Please log in again.