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Machine Learning/Reinforcement Learning Expert (Python) to work on the first phase of a mobile app for taxi sharing (only Python required)

$30-250 USD

Closed
Posted 10 months ago

$30-250 USD

Paid on delivery
This first phase is really simple and there's a GitHub code repo (see below) that can be built upon. Simply train a model (using DQN) that will pick two people from an origin and decide whether they can share based on their desired arrival times (e.g. if both are going to same destination and have same arrival time, then they can share. If they're going to separate destination and one is going in the morning and the other in the evening, then they have to be taken separately. This GitHub code repo can be modified for just one car and two passengers (assume passengers have same origin address): [login to view URL]
Project ID: 36688886

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24 proposals
Remote project
Active 9 mos ago

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24 freelancers are bidding on average $238 USD for this job
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Hello there! My name is Yusuf Engin and I am an experienced Data Scientist and Software Development Specialist with 3 years of experience in a global company working on classification, regression, AI, deep learning projects. I understand that you are looking for someone to work on the first phase of a mobile app for taxi sharing (only Python required). Specifically, you need someone to train a model that will pick two people from an origin and decide whether they can share based on their desired arrival times (e.g. if both are going to the same destination and have the same arrival time, they can share; if they're going to different destinations and one is going in the morning and the other in the evening, they have to be taken separately). I believe that my extensive knowledge in Python and R programming languages as well as expertise in machine learning/deep reinforcement learning will be an ideal fit for this project. Moreover, my commitment to timely delivery and quality assurance make me an ideal candidate for this job. Please feel free to reach out if you have any questions or would like more information about my skillset and experience.
$750 USD in 10 days
4.9 (15 reviews)
5.9
5.9
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I am Aditya Girish Pawate, the founder of a DeepTech Startup called Chi SquareX Technologies. Most of our members are from one of the Indian Institute of Technology, so you should expect quality work. We provide services in the domain of Machine Learning, AI, Deep Learning, Computer Vision, Natural Language Processing, Algo Trading. Expertise: Training Machine learning, Deep Learning, Reinforcement Learning Models Frameworks are compatible with Pytorch, Tensorflow, Keras. Training ML models like Bayesian Networks, XGBoost, Random Forest, Decision Tree, KNN Classifier, GBM, GLM, SVM. Training DL models BERT and all its variants, DNN, CNN, LSTM, GRU, Variational Autoencoders using Bayesian Neural Networks. eXplainable AI (XAI) using LIME, SHAP, GRAD-CAM, DeepLIFT, DeepRED, CausalNex. Here are some of our previous works: Hair transplant startups require some image generation for their customers. Masters Thesis in Art Generation using GANs Head Gesture recognition using temporal signal data Hairstyle Classification Heartbeat recognition using Multilingual BERT for Document Ranking Algorithmic Trading on Indian Stock Market Yolov5 for Object Detection Kinetics 700 classification Aircraft Optimization Bio-BERT for Medical Dataset SciBERT for Explanation regeneration I have read your project details and I am confident that I can contribute towards it. Please message me so that we can talk further about your project.
$250 USD in 7 days
5.0 (19 reviews)
4.6
4.6
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Hello Akin, I hope this message finds you well. I will be able to help you with your project. I read through the description and it sounds like I am just the right person for it. I have the right skill set with sophisticated experience in Machine Learning (ML) and Artificial Intelligence. As a next step I would like to discuss some further questions with you. Either over the chat or a call, whatever you prefer. For my references and qualifications: I graduated in Computer Science with highest grades from one of the most reputable universities in Germany. Currently, I am enrolled in the Master's program. During my studies, I already published a paper on the subject of Artificial Intelligence. Further, I managed to get a lot of hands-on experience by working in several companies that operate in the field of Computer Science. As a native German speaker who was living in Canada for a year, my level in English is proficient/fluent. Further, I am in the preferred Freelancer program, making me part of the top 3% on the platform. Many successful past projects can be seen on my profile page. I am looking forward to working with you and if you have any further questions I would be happy to answer them. Best regards, Simon
$200 USD in 3 days
5.0 (4 reviews)
4.4
4.4
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Hi there! My name is Hemen and I am the founder of F(x) Data Labs Pvt Ltd , a startup that specializes in artificial intelligence, machine learning, data science and deep learning. We have 40+ data scientists and developers who are full of enthusiasm, dedication, creativity and uniqueness in their work. We have successfully proven our hiring track record with top 50 Fortune companies and other large enterprises. I understand you are looking for an expert to work on the first phase of your mobile app for taxi sharing only Python required. My team has extensive experience in Python language as well as machine learning/reinforcement learning which makes us the perfect fit for this project. We would be delighted to help bring your vision for an app that can share taxis between two passengers with similar arrival times to fruition. With our expertise in machine learning/reinforcement learning, we are confident that we can develop a model that can pick two people from an origin address with accuracy necessary for the app's functionality.
$500 USD in 7 days
5.0 (3 reviews)
4.2
4.2
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Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute the project. Thank you!!
$30 USD in 7 days
5.0 (22 reviews)
4.5
4.5
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Hi there! My name is Muhammad and I am a Python expert with 10+ years of experience in Data Science, Python. I have extensive experience working with PHP, Website Design, Graphic Design, eCommerce and HTML. I also have extensive experience working with GitHub version control and Microsoft PowerBI. I understand that you are looking for someone to work on the first phase of a mobile app for taxi sharing only Python required. This project is really simple and there is a GitHub code repo that can be built upon. If you would like me to discuss further how I can help please don't hesitate to reach out. Thank you for considering me for this project!
$200 USD in 7 days
4.7 (5 reviews)
3.7
3.7
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Hi, I can do the project and train the Dqn model to predict if two people can share. I have more than 4+ years of experience as a MLE. I can start now and provide you the required on shedule. Thanks
$250 USD in 1 day
5.0 (10 reviews)
3.5
3.5
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Hi, I hope you are doing fine. I am full time freelancer and you can get proper and full service from me and I am ready to start work any time. I already worked on model-based and model-free type of Reinforcement Learning. I have done a project on making Poker environment for RL training of an agent to play Poker game. I worked on simulation of other games agent as player and different type of environments. I have finished some tasks on Deep Q-network and related concepts. I'm interested in your project coming projects and can provide the requirements with minimum time and cost. Please send me a message so that we can discuss more. Best regards.
$140 USD in 1 day
4.9 (6 reviews)
3.6
3.6
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Hi Employer, I'm excited to submit my bid for the project based on the description you provided. With my expertise in machine learning and algorithm development, I am confident in my ability to tackle this task efficiently. Using the provided GitHub code repository as a foundation, I will train a model using DQN (Deep Q-Network) to determine whether two people can share a ride based on their desired arrival times and destinations. I will tailor the code to accommodate one car and two passengers with the assumption that they have the same original address. My approach will involve fine-tuning the existing model architecture, incorporating the necessary logic for decision-making based on arrival times and destinations. I will ensure the code is well-documented, maintainable, and scalable for future enhancements. I am dedicated to delivering high-quality results within the specified timeframe. Thank you for considering my bid. I look forward to the opportunity to contribute to this project. Best regards,
$670 USD in 12 days
4.2 (1 review)
3.3
3.3
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Hello there! My name is Arbaz and I am a freelance designer and developer with extensive experience in the industry. I specialize in creating visually stunning and functional websites and applications that exceed your expectations. I understand that you are looking for someone to work on the first phase of a mobile app for taxi sharing (only Python required) and I believe I am the best fit for this project. With my extensive experience in AI/ML and related fields, I am well-equipped to tackle this challenge head on. My expertise includes training deep learning models using Python and other related technologies such as TensorFlow. Additionally, I have worked on projects related to traffic management before so I know what needs to be done in order for the system to be effective. I believe I am the perfect person for this project and would love to hear more about it! Please let me know if you would like me to further discuss how my skillset can be used to fullest effect on your project. Best Regards Arbaz S
$90 USD in 1 day
5.0 (3 reviews)
2.5
2.5
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Hello, I understood the project but have few doubts, please text me so i can clear all my questions right away and to confirm my skills and expertise you can have a look to my profile
$300 USD in 2 days
5.0 (1 review)
2.2
2.2
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Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Machine Learning (ML), Artificial Intelligence Lets connect in chat so that We discuss further. Thank You
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hello, Akin O. I am the best fit as I've worked on a similar project before. I am very familiar with skills including Artificial Intelligence and Machine Learning (ML). Please review my profile and portfolios. https://www.freelancer.com/u/YulianOptimize Please feel free to contact me with any questions or to discuss my bid further. I look forward to hearing from you soon. Sincerely, Yulian
$200 USD in 5 days
0.0 (0 reviews)
0.0
0.0
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The data can be collected from a variety of sources, such as taxi companies, ride-sharing companies, and government agencies. The data should include information about the origin and destination of the rides, the time of the rides, and the number of passengers in each ride. Once the data has been collected, it needs to be cleaned. This involves removing any errors or duplicate data. The data should also be normalized so that all of the values are in the same format. Once the data has been cleaned, it needs to be engineered. This involves creating new features from the existing data. Once the features have been created, you can train a model. The model can be trained using a variety of machine learning algorithms, such as decision trees, random forests, and support vector machines. In this case, I would recommend using a reinforcement learning algorithm, such as Q-learning. Once the model has been trained, it needs to be evaluated. This can be done by using a holdout set of data. The model is then evaluated on the holdout set to see how well it performs. Once the model has been evaluated and found to be satisfactory, it can be deployed. This involves making the model available to users. I am confident that I can successfully complete this project. I have experience in all of the steps involved in this approach, and I have a strong understanding of machine learning and reinforcement learning.
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi it's faizi . I have understood what's your demand in the project The project aims to develop a carpooling model using DQN that can evaluate whether two people with the same origin can share a ride based on their desired arrival times. The model will consider factors such as destination compatibility and arrival time proximity to make informed decisions about ride-sharing. I will do the following things Code Repository Customization: Model Training and Evaluation: Documentation: lastly thank you for considering my bid. I look forward to the opportunity of working with you and delivering a successful carpooling model using DQN.
$150 USD in 4 days
0.0 (1 review)
0.0
0.0
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Hello I have checked the project and I would like to work on the same. Please share all the details so that I can check and confirm accordingly.
$140 USD in 7 days
0.0 (1 review)
0.0
0.0
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Hello, Thank you for your project. I've just checked your job description carefully. I'm senior developer with 6+ years of Python,Django and Flask. By using Python, I developed AI engine, BOT, Web Scraping Tools, Web Searching Tools and so on. Python is my major so you will be satisfied. I always find my happy and pleasant within client's mind whenever the they are satisfied. So I try harder and harder to develop the projects perfectly. If someone asks me about my happy and pleasant, I always will talk that when the clients are satisfied as I develop their projects excellently and perfectly, I am very happy. I would love to work with you. Please contact me via chat and let's discuss about your project. Let's chat and take a step forward to build your dream product. All the best
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hello there! My name is Aditya and I am a scientist at German Aerospace Center with expertise in applied mathematics, artificial intelligence and machine learning. I have worked on a lot of complicated machine learning algorithms in the past and have experience working with Python. I understand that you are looking for an expert to work on the first phase of a mobile app for taxi sharing (only Python required) and I believe I am the perfect fit for this project. With my deep knowledge in machine learning and reinforcement learning techniques, I can leverage these tools to develop an effective model for your needs. Moreover, I am available 24/7 to answer any questions or concerns you may have about the project. I look forward to hearing from you soon!
$250 USD in 7 days
0.0 (0 reviews)
0.0
0.0

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Flag of UNITED KINGDOM
London, United Kingdom
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Member since Nov 28, 2011

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