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Optimizing Stop Loss Percentage for a Specific Model Based on Stock Price to Maximize Expected Value

$250-750 CAD

Closed
Posted 8 months ago

$250-750 CAD

Paid on delivery
I'm fine-tuning a specific trading model, and a crucial parameter I'm keen on optimizing is the stop loss percentage. The primary objective is to maximize the Expected Value (EV), formulated as: $$EV = \text{probability of winning} \times \text{average gain %} - \text{probability of loss} \times \text{average loss %}$$ My dataset comprises a comprehensive list of trading signals from this model spanning a long period, which I utilize to compute the EV. A unique challenge I've encountered is the dynamic nature of the optimal stop loss percentage, which appears to vary depending on the current stock price. A few observations include: 1. At a stock price of 1 dollar, the optimal stop loss might be 5%. 2. At 5 dollars, it might be 10%. 3. And at 5.5 dollars, it could be 7%. I've been exploring Bayesian Optimization as a potential solution, yet I'm uncertain about its efficacy given the inherent dynamic nature of the optimal parameter. Another consideration has been using a neural network to predict the optimal stop loss percentage in relation to the stock price. Given the constraints of my specific model and the aim to optimize dynamically based on stock price, are there methods or frameworks tailored for such dynamic parameter optimization, especially when the primary goal is maximizing EV?
Project ID: 37189575

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42 proposals
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Active 7 mos ago

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42 freelancers are bidding on average $565 CAD for this job
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Hi there, I have read your project description and i'm confident i can do this project for you perfectly.I still have a few questions. please leave a message on my chat so we can discuss the budget and deadline of the project. Thanks
$750 CAD in 6 days
4.9 (31 reviews)
7.0
7.0
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Hi Good morning , I have read the brief details on your job listing . I see you have been looking for someone experienced with Machine Learning (ML) and Python. Its been 8 years since I have been working on freelancer.com, I have 9 years of experience doing similar jobs. I would request you to check my profile and review projects, feedbacks of projects related to those skills. Questions: 1. These are all the requirements of your job or do you have more? If yes, Please provide detailed requirements in chat and let me review and get back with queries. 2. Do you currently have anything done or this job has to be done from scratch? 3. What is the timeline to get this job done? 4. Are you open to use 3rd party APIS for it even if they are paid? Why Choose Me? 1. I have done more than 250 major projects only on freelancer.com. 2. I have not received a single bad feedback since last 5-6 years. 3. You will find 5 star feedback on last 100+ major projects which shows my clients are happy with my work. Portfolio: https://www.freelancer.com/u/AwaisChaudhry Timings: 9am - 9pm Eastern Time (I work as a full time freelancer) Please initiate the chat so we could discuss it in detail and we will continue from there. Thanks! Awais
$750 CAD in 14 days
5.0 (12 reviews)
6.7
6.7
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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 and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$500 CAD in 7 days
5.0 (42 reviews)
6.7
6.7
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Hi there, I'm bidding on your project "Optimizing Stop Loss Percentage for a Specific Model Based on Stock Price to Maximize Expected Value" I am a data scientist and Being an expert machine learning and artificial intelligence I can do this project for you. please leave a message on my chat so we can discuss the budget and deadline of the project. Also, have a look at my profile for my reviews and portfolios. Thanks Note: This is not an automated bid and i'm ready to discuss your project right now. .. .
$750 CAD in 2 days
5.0 (13 reviews)
6.3
6.3
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I will start working on this project right away. I will use Bayesian Optimization and a neural network to predict the optimal stop loss percentage in relation to the stock price. I am confident that I can find a solution that will maximize the EV of your trading model.
$500 CAD in 7 days
5.0 (22 reviews)
6.0
6.0
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Hello, how are you? I just saw your job posting and noticed that you are looking for someone with expertise in Python and Machine Learning (ML) . I have a vast amount of experience in these technologies. I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
$500 CAD in 15 days
5.0 (20 reviews)
5.9
5.9
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Hello Jeremie, 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 Python and Machine Learning (ML). 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
$550 CAD in 5 days
5.0 (17 reviews)
5.7
5.7
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>-⭐️⭐️⭐->Python | Machine Learning Expert<-⭐️⭐️⭐-< thanks to your project because it well fits to my skills. I have done a lot of such project for many years and accumulated rich experiences in this area. Please send me a message. thanks
$350 CAD in 5 days
5.0 (10 reviews)
5.4
5.4
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I understand that you are looking to optimize the stop loss percentage for a specific trading model based on stock price, and that a crucial parameter you would like to optimize is the stop loss percentage. I have extensive experience in deep learning, machine learning and related fields such as statistical and optimization. My mission is to provide accurate predictions with high speed and accuracy. My proficiency in Bayesian Optimization makes me well-suited for this project as it allows me to optimize dynamically based on stock price. I am confident that my skillset can help you reach your objectives for this project. Please let me know if you would like me to discuss further or answer any additional questions you may have.
$500 CAD in 7 days
5.0 (13 reviews)
5.5
5.5
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Hello, good time Hope you are doing well I'm expert in MATLAB/Simulink, Python, Java, JavaScript and C++ programming and by strong mathematical and statistical background, have good flexibility for solve your project. I have many experience practical and theoretical in implementation different algorithms (such as: state estimation and Kalman filter, design controller, analysis closed loop stability, signal and systems, signal processing, heuristic optimization, fuzzy logic, neural network and machine/deep learning fields). Evidence of this claim exist in the portfolio. I have read your project description and I can help you (without any plagiarism). Please send me the details of your project. Thanks for attention 100% Jobs Completed, 100% On Budget, 100% On Time ⭐⭐⭐⭐⭐ 5-star reviews
$700 CAD in 7 days
5.0 (9 reviews)
5.5
5.5
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Hi there! My name is Rochak and I'm a Python Developer with 8 years of experience. I specialize in Web Scraping, Web Automation and coding useful scripts. I noticed that you're looking to optimize the stop loss percentage for a specific model based on stock price to maximize expected value. I believe that my expertise and experience make me the best fit for this task. I have expertise in machine learning (ML), Python which could be used to create an optimized neural network to predict the optimal stop loss percentage in relation to the stock price. Additionally, I use advanced techniques such as Bayesian Optimization to optimize dynamically based on stock price.
$900 CAD in 15 days
5.0 (38 reviews)
4.9
4.9
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Hey Great evening, I have perused the short subtleties on your work " Optimizing Stop Loss Percentage for a Specific Model Based on Stock Price to Maximize Expected Value ". I see you have been searching for somebody encountered with Web Development Project, Respond Local, Versatile Application Advancement, Java, and Apple Xcode. It's been a long time since I have been dealing with freelancer.com, and I have 5 years of involvement doing comparable positions. I would demand you check my profile audit activities and criticism of projects connected with those abilities. Questions: 1. These are the necessities of your work or do you have more? If indeed, Kindly give nitty gritty prerequisites in the visit and let me audit and get back with questions. 2. Do you right now have anything done or this occupation must be finished without any preparation? 3. What is the course of events to finish this work? 4. Is it safe to say that you are available to involve outsider APIS for it regardless of whether they are paid? Why Pick Me? 1. I have accomplished in excess of 100+ significant ventures just on freelancer.com. 2. I have not gotten a solitary terrible criticism in the last 5-6 years. Portfolio: https://www.freelancer.com/u/Feriver Timings: 9 am - 9 pm Eastern Time (I function as a full-time consultant) Kindly start the talk so we can examine it exhaustively and we will go on from that point. Much obliged! Asif nawaz
$750 CAD in 10 days
4.9 (22 reviews)
5.0
5.0
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Dear Jeremie G., I hope this message finds you well. I am Christopher, a Python developer with over 4 years of experience. I have carefully read the requirements for your project and I am confident that I can deliver it with utmost perfection. If you have any questions or would like to discuss the project further, please feel free to connect with me in the chat. I am available to address any concerns or provide additional information that you may require. Thank you for considering my proposal. I look forward to the opportunity to work with you. Best regards, Christopher
$330 CAD in 6 days
5.0 (10 reviews)
4.7
4.7
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Hi there! My name is Arbaz and I'm a freelance designer and developer with extensive experience in the industry. I specialize in creating visually stunning and highly functional websites, applications with creative graphic works. I've been working on optimizing stop loss percentage for a specific model based on stock price to maximize expected value. As part of the project, I've been exploring Bayesian Optimization as a potential solution for this dynamic parameter optimization, yet I'm uncertain about its efficacy given the inherent dynamic nature of the optimal parameter. Another consideration has been using a neural network to predict the optimal stop loss percentage in relation to the stock price. I understand that constraints of your specific model and aim to optimize dynamically based on stock price require methods or frameworks tailored for such dynamic parameter optimization. If you'd like me to take a look at your project, please let me know and we can discuss further how we can make this happen together! Best Regards, Arbaz S
$400 CAD in 1 day
5.0 (8 reviews)
4.2
4.2
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Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in Expectation Maximization. Please contact me to discuss about the project in more details. Waiting for your contact now... Thanks. Best Regards.
$250 CAD in 3 days
5.0 (4 reviews)
3.9
3.9
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Hi there! I'm excited about your project and confident in my ability to deliver your project . I'm committed to exceeding your expectations and ready to start from right away . Let's connect and discuss the next steps! Thank you .
$500 CAD in 7 days
5.0 (6 reviews)
3.7
3.7
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Dear Client, I have extensive experience in data analysis and optimization and would like to assist you in fine-tuning the stop loss parameter for your trading model. Your challenge of dynamically optimizing the stop loss percentage based on the stock price is intriguing, and I believe I can help you find a suitable solution to maximize your Expected Value (EV). I'm excited to tackle the challenge of optimizing your trading model's stop loss parameter dynamically. My expertise in data analysis and optimization, coupled with the proposed hybrid approach, aims to maximize your Expected Value effectively. If you are ready to proceed or have any specific preferences for the optimization framework, please provide additional details. I look forward to working with you to enhance your trading model's performance. Best regards, Lalit
$700 CAD in 7 days
5.0 (16 reviews)
3.8
3.8
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I saw your project description carefully. I can complete this task with high quality on time. My core skill is Data processing and ML/DL/RL. I have full experiences in AI task using ML/DL before. If you award me your project, I will do my best and deliver good result to you....I am waiting your reply now. Thanks.
$300 CAD in 3 days
4.1 (10 reviews)
4.1
4.1
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Hello there! My name is Felix Armando and I am a Python freelancer with extensive experience in the Full Stack Web Development, Software Development and PHP fields. I understand that you are looking to optimize dynamically the optimal stop loss percentage based on stock price to maximize expected value. I believe that Bayesian Optimization is the best fit for this project due to its efficacy in optimizing dynamically parameters based on stock price. Moreover, I have developed several visually stunning WordPress sites which are user-friendly and successful. I would be delighted if you could consider me for this project as I am confident that my skillset is perfect for this task. Please feel free to contact me if you have any questions or would like to discuss further how we can make this project successful together?
$500 CAD in 7 days
5.0 (1 review)
2.7
2.7
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I was approached by you to optimize stop loss percentage for a specific model based on stock price to maximize expected value. My understanding is that Bayesian Optimization may be a potential solution for this challenge but due to the dynamic nature of the optimal parameter it might not be effective. With extensive experience in developing robust and scalable software applications using various programming languages and technologies, I am confident that I can provide the optimal solution for this challenge. From web applications to mobile apps, I have the expertise and technical know-how to deliver top-notch solutions that exceed expectations. I believe my skillset makes me an ideal candidate for this project - specifically my expertise in Bayesian Optimization which could potentially be used to overcome the constraints of your specific model and optimize dynamically based on stock price.
$500 CAD in 3 days
4.9 (5 reviews)
2.6
2.6

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Ste-Julie, Canada
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