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Car price range recommendation tools development -- 2

$250-750 USD

Closed
Posted over 3 years ago

$250-750 USD

Paid on delivery
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 Check attached document for full explanation. Get back to me with your detailed proposal. Thanks.
Project ID: 27430390

About the project

12 proposals
Remote project
Active 3 yrs ago

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12 freelancers are bidding on average $1,030 USD for this job
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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 NLP modules in Python, Tensorflow, Image Processing tools/libraries, Hadoop, H2O, … Also, I work as a fulltime freelancer and do not have any other job and can assign enough time to your project. Please feel free to leave me a message if you have any questions. Thanks, Helmot
$555 USD in 10 days
4.8 (142 reviews)
7.6
7.6
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Hi there Just as a short introduction, we have a team of experienced Machine Learning and Deep Learning Experts who would be glad to help you shape your requirements into products. They have built many machine learning models (like face recognition app and Histopathologic Cancer Detection) before and they are professional in Python, Data Segmentation, OCR, Image and Video Processing, Matlab, Octave, , MySQL, node.js, android and IOS programming. Please contact me for more details. Also, we support projects for 1 year for any possible future bugs. Hope to hear from you soon.
$1,000 USD in 30 days
5.0 (9 reviews)
4.8
4.8
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I have extensive experience in the domains of:  Neural Network/ Natural Language Processing  Machine learning/Data Mining  Deep Learning and Computer Vision  Image Recognition & Artificial Intelligence  AI text analysis model and Reinforcement Learning.  Omnet++ and Sumo simulation,  Python/ Matlab  Asterisks PBX  NS3 simulation  Linux While working in the domains mentioned above, I have worked used frameworks like TensorFlow, Scikit-learn, PyTorch, STP and UDP, Caffe2, OpenCV, Keras, matplotlib, seaborn, fastai, Pycharm, NILM algorithms etc) I am also very familiar with classification and clustering algorithms such as SVM, FHMM, Combinatorial Optimization, HART 85 Algorithm, Maximum Likelihood Estimation, KNN, LDA. We'll make sure that your project is done in a perfect way and do our best until you were satisfied. I am confident I can provide you with top-notch materials that will fit your needs.
$750 USD in 7 days
3.7 (7 reviews)
4.3
4.3
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hi sir/madam, It's little under budget. I will take 45 days and cost will be $5000 for your tool/app. I will not make it by python but using c++... I know some tools with which you can make it cross-platform and targeting multiple devices as android and ios all these can be done with my technology. I am familiar with few car recommendation apps, in the market. Please message me if you like to work with me. I will support your job.
$5,000 USD in 45 days
0.0 (0 reviews)
0.0
0.0
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I am a PhD writer with 5 years of experience. I have worked on several similar projects compiling presentation slides and lecture notes into a single set of notes, and can deliver quality notes to tight deadlines. You can see an example of one of those projects in my portfolio here: www.freelancer.com/u/steve I can generally compile up to 10 pages of lecture notes per day. I'm interested to hear more about the project and about the subject matter of the lectures. If you award me the project I'd be very happy to discuss this further and get started for you as soon as possible. Thanks! Steve
$500 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hello, ✔Thank you for this job post. I have read through the instruction and I believe I am the best to handle this work. If you have additional information kindly share to make sure that the work attain the desired quality. Regards Charity
$500 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Think I will be the beat for this job am a python developer of work experience of 4yrs am new on the website trust am one of the best people to work with thank u
$350 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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• Around 1.2 years of professional IT experience in product-based industry as well as service -based industry in the field of data science with predictive analytics, machine learning, reporting and ETL. • Sound knowledge of Machine Learning algorithms, ETL Processes (Ab-initio) along with statistical (R), programming (Python) and data manipulation language (SQL). • Efficient to draw insights from large data sets, Predictive analytics, Text Mining, R- Analytics, Python and generating dashboards/reports using Tableau, Excel. • Good knowledge of Advanced Excel, SQL. • Exploring Machine learning with Python. Technical Expertise: • Languages & scripting : Python, R, SQL • Data science Toolkit : ◦ Python Modules/ Libraries: Jupyter Notebook, Web Scrapping, Pandas, Matplotlib. ◦ Machine Learning (R, Python): Simple and Multiple Linear Regression, Logistic Regression, Classification using KNN, Decision Tree, Random Forest, Naive Bayes, Support Vector Machine, Association Rule Mining using Apriori, Unsupervised Learning with PCA, Factor analysis, K-Means clustering, etc. ◦ Statistics: Statistical understanding of model, Model Interpretation, Overfitting, Under fitting, Properties of distributions, statistical tests and proper usage and their real- world advantages/drawbacks ◦ Reporting: Matplotlib, ggplot, Cognos. • OS and Other Tools : ◦ Windows, Linux, putty, Rally ◦ PyCharm, R-studio, Anaconda, Spyder, Jupiter, Ab-initio, SQL-Developer
$500 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hello , I have experience in developing Ml based solution for many different Business. I have already implemented Ml based solution to predict car price but it is for indian car. I can show you small demo it. As you have mentioned I can integrate multiple API and can do research for better solution. "car"
$1,000 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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If you are looking for some discussion and advise on how to create a successful price recommendation system I can help you with the strategy and tactics outline. I think we should discuss things like: What is good data for training and accuracy evaluation and what is enough? Can you use syntetic data to get started? What methods there are to understand which features (type of data) that is affecting the price. How to make use of constant feature growth. How to collect unbiased data from your own sales. How would broken parts in the vehicle affect recommended price? These are very diverse and can't be covered as checkbox features / binary values. How to deploy the system without risking customer impact, e.g. human in the loop. Should prediction be done using fixed classes or regression (with fixed or dynamic range?) I recommend 2x30 minutes meeting for verbal discussion and advice, this will also result in a 2-4 pages document with conclusions and strategy to continue the project. I’ll invoice from my Swedish company.
$300 USD in 7 days
0.0 (0 reviews)
0.0
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