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Car price range recommendation tools development

I am developing a car marketplace where sellers register their vehicles to sell and we provide AI / Scientific/ Some Statistical Models by which can suggest/recommend an ideal price range $X-$Y way.

It will be shown like our AI suggested price. eBay and many sites have this recommendation engine/ tool.

For Example:

Your Car: 2019 Toyota Camry LX, 20000 miles (User will pass us and we will have VIN# too).

Our Recommended Sales Price: $18,500.00-$20,000.00

Every listing has VIN# so we know make, model, trim, year and we also have ZIP code of a car and seller’s email address along with other details.

AI/ML/ BI or Data Driven Decision Making is not my technical strengths but from my common sense and past education/ experience I can say that this kind of system will have three components

1) Data Sources – We must have data to suggest or learn from – In my mind, we need to have our own data where we know about a car, sell price in our own inventory and other things. We might need to scrap. We need to connect to third party API providers in this space. We may need to buy data from others (DMV in USA – do they sell data for all sales price by VIN#)? [login to view URL], NADA, Edmunds, DMV, Inventory on hand, Competition/ Scrapper Data, Our own historic data (like eBay uses past data to suggest price for your listing) - all can chime in in my mind.

2) Intelligence – We cannot have just any kind of data. We need to understand what data will play a role in decision making/ intelligence. This will also drive the requirements if we need to buy data, partner with some companies (API providers), use our own data or collect more and/or scrap data from relevant sites.

You need to show me a proof in your proposal that you can think some dependencies/ factors which should be fed into AI/Decision Making. In other words - How a car sell price recommendation should be changing?

Like Competition Data is one source. What other factors should influence the range? I want to see how you think here. Most important in your proposal.

3) Model – Algorithm – Once we have 1) and 2), we need efficient AI/ML/Data Science Modeling and Algorithms which will do the magic (HOW part) of bringing Data Sources and Intelligence to gather.

I have project needs.. At minimum, I can settle my needs with Kelly;s Blue Book Price Price Estimator API access.. Cheapest.. I posted this project becasuse I wanted comprehensive solution with some my data, some rules, some scraping and some APIs like KBB

Phase 1- Technical Feasibility/ Data Sources/ technical solution Proposal - Identify what you can do with all approaches, factors that can be taken care of -- No development here -- I will pay for research (token)

Phase 2 -- Prototype Demo = Use real data, API integration, fabricated data, etc.. - Rough

Phase 3 - Final Production Ready API based solution(put "car" into your bid)

1) technical feasibility/ technical documentation / identify data sources- APIs and regression or Ai models and clear proposal - no documentation

2) prototype development based on proposal - bugs are ok - trial data integrations - some data manufactured and show our solution is paractlcal and indeed AI driven covering many factors of selling price

3) develop bug proof solution wirh all data integrations / production quality and ApI driven

Get back to me with your detailed proposal. Thanks.

Kĩ năng: Machine Learning (ML), Deep Learning, Python, Artificial Intelligence

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Về Bên Thuê:
( 0 nhận xét ) Russian Federation

ID dự án: #27426284

12 freelancer chào giá trung bình$994 cho công việc này


Hello, I have a masters degree in AI and have worked on AI/ML projects for 8+ years. If you are interested I can share my desktop and show you some demos/samples. I have worked with most AI/ML tools like NLTK and Thêm

$555 USD trong 10 ngày
(142 Nhận xét)

Hi, Greetings! ✅checked your project details: Car price range recommendation tools development ✅Completed Time: In project deadline We have worked on 600 + Projects. I have 6 + years of the experience in same ki Thêm

$500 USD trong 10 ngày
(52 Nhận xét)
(7 Nhận xét)
(47 Nhận xét)

Hi I am a very experienced statistician, data scientist and software developer. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation s Thêm

$1000 USD trong 7 ngày
(33 Nhận xét)

Hi, how are you? I'm data scientist specializing in: R / Python / TensorFlow/ SQL / PowerBi. I would like to know more in detail about the project by private. Thanks.

$556 USD trong 15 ngày
(2 Nhận xét)

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python, JAVA, etc. I Thêm

$500 USD trong 7 ngày
(2 Nhận xét)

Hello sir, I can help you with python/java script based machine learning projects through complete model/API pipeline from scratch to deployment. (TensorFlow, Heroku, AWS, Flask, Django, Feature Engineering, Image proc Thêm

$600 USD trong 5 ngày
(1 Nhận xét)

Hi There, We are a professional team of 20 Members all are more than 8+ Years of Experienced and we are able to do Creative Graphic Design & Web Development and Mobile applications (Android & IOS & Hybrid) Development Thêm

$2500 USD trong 32 ngày
(0 Nhận xét)

Hi I already have developed a triple exponential smoothing algorithm in PHP which can do forecasting and can be used to make recommendations for purchases. Please see it here [login to view URL] Thêm

$2500 USD trong 30 ngày
(0 Nhận xét)

Either it is. a A. Fixed model Algorithm. Price range is a function of miles driven, initial car price, accident reports, current state , color and a few more input parameters. The model can be a linear or polynomial o Thêm

$1000 USD trong 7 ngày
(0 Nhận xét)

I am 3rd year undergraduate student of IIT Kharagpur. I have a experience of two internship in the domain of Data Science. I have also completed 6 guided project on coursera and 4 project on Analytic Vidhya in which I Thêm

$500 USD trong 7 ngày
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