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Python Coder for Stock Pop Predictor

$30-250 AUD

Completed
Posted about 1 month ago

$30-250 AUD

Paid on delivery
Functionality: Data Collection: Retrieve historical stock data (price and volume) for a given set of stocks from a reliable financial data provider (e.g., Yahoo Finance, Alpha Vantage). Store the data in a suitable format (e.g., CSV files or a database). Data Preprocessing: Clean and preprocess the collected data, handling missing values and ensuring consistent formatting. Calculate necessary technical indicators, such as moving averages (e.g., 50-day, 200-day), Relative Strength Index (RSI), and trading volume. Technical Analysis: Implement functions to identify bullish signals based on technical indicators, such as: Moving Average Crossovers: Detect when a shorter-term moving average crosses above a longer-term moving average (e.g., golden cross). RSI Oversold: Identify stocks with RSI readings below a certain threshold (e.g., 30), indicating potential oversold conditions. Volume Spikes: Identify significant increases in trading volume coupled with price increases. Breakouts: Detect when a stock breaks out above a prior resistance level or consolidation range. Bullish Chart Patterns: Recognize classic bullish chart patterns (e.g., cup-and-handle, ascending triangle, inverse head-and-shoulders) using pattern recognition algorithms. Fundamental Analysis (optional): Integrate additional data sources to consider fundamental factors, such as earnings surprises, new product launches, or acquisitions. Implement sentiment analysis on news articles or social media data related to the stocks. Scoring and Ranking: Assign scores or rankings to each stock based on the presence and strength of bullish signals identified through technical and fundamental analysis. Combine multiple indicators to generate an overall score for each stock, giving higher weights to more significant signals. Output and Visualization: Generate a list of stocks that exhibit the strongest bullish signals and are potentially poised for a "pop." Provide visualizations, such as charts or graphs, to display the relevant technical indicators and price action for each identified stock. Allow users to customize the criteria for identifying potential "pop" stocks based on their preferences and risk tolerance. Backtesting and Performance Evaluation: Implement a backtesting module to evaluate the performance of the app's predictions over historical data. Calculate metrics such as accuracy, precision, recall, and return on investment (ROI) to assess the effectiveness of the app. User Interface: Develop a user-friendly interface that allows users to input their stock preferences, view the app's predictions, and access the visualizations. Provide options for users to set up alerts or notifications for when a stock meets their specified criteria.
Project ID: 38124255

About the project

18 proposals
Remote project
Active 1 mo ago

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Hello! I’m Estiven from Colombia, and I’ve just finished a project similar to what you need. I achieved excellent results and would love to share my experience with you. I can start right away and dedicate 25 hours a week to your project. Let’s discuss how my skills and experience can benefit your project. Looking forward to working with you! Best regards, Estiven.
$225 AUD in 7 days
5.0 (1 review)
2.7
2.7
18 freelancers are bidding on average $278 AUD for this job
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I am Python and C developer with extensive experience in data collection, preprocessing, technical analysis, and fundamental analysis. I can implement functions to identify bullish signals, integrate additional data sources, and generate scoring and ranking for stocks. Additionally, I can provide visualizations, backtesting, and a user-friendly interface for stock prediction. Let's discuss further details and cost.
$250 AUD in 2 days
5.0 (180 reviews)
7.9
7.9
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As an ACADEMIC WRITER with a special focus on STATISTICAL ANALYSIS and PYTHON coding, I believe my unique skill set suits the depth and breadth of this project. I am experienced in handling large datasets and conducting various technical analyses. Over the years, I've developed a meticulous approach to data collection, pre-processing, and integration which ensures your dataset will be clean and ready for analysis. Moreover, my familiarity with Python makes me an ideal candidate for implementing the mentioned functions that will detect bullish signals based on technical indicators. From moving averages to RSI oversold conditions to chart patterns, analyzing these key parameters accurately is quintessential. My precision with implementing these algorithms not only ensures robust functionality but also enables me to generate accurate results. My core values as a freelancer also align with this project – delivering quality work, maintaining clear communication, and going above and beyond what's expected. As a passionate researcher, I thrive in challenging tasks like this one – tasks that require deep domain knowledge of computer science, statistics, finance, and importantly Python programming. Through my dedication and expertise, we can create an app that not only predicts but also caters to the preferences and risk tolerance of its users – transforming how they make informed stock investments.
$100 AUD in 5 days
5.0 (17 reviews)
5.1
5.1
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As an innovative Python coder with a track record of building complex solutions, I believe I am the ideal candidate for your Stock Pop Predictor project. My advanced data collection and preprocessing skills will enable me to retrieve historical stock data from trusted sources like Yahoo Finance or Alpha Vantage and store them in an organized manner, keeping your data clean while ensuring all necessary formatting and calculations are made. With my sound understanding of financial indicators such as moving averages and RSI, your project's technical analysis phase will be handled with precision. Not only are my technical skills solid, but I also bring a unique perspective to the table. Through sentiment analysis, I can factor in additional variables like earnings surprises, product launches, and acquisitions while working on integrating fundamental factors into your prediction model. This additional layer of information can significantly enhance the accuracy of our predictions.
$140 AUD in 7 days
4.9 (21 reviews)
4.8
4.8
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Hello there, I am a ML engineer and i have a huge experience with times series projects. I can handle this project as required. I can start working immediately. If you’re interested please contact me for more details. Kind regards. Ilyasse
$250 AUD in 4 days
4.9 (25 reviews)
4.6
4.6
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Hello there,, I have reviewed your requirements and I'm confident that my experience and skills align perfectly with what you're looking for. I'm confident my skills are perfect for the job! As an accomplished AI expert with a strong proficiency in python programming and data processing, I feel confident that I can complete your project brilliantly within the given timeline. My 10+ years of professional experience have equipped me with in-depth knowledge and expertise in various fields of artificial intelligence, especially computer vision, machine learning, deep learning, and image processing -- all of which could greatly benefit your project. Client interaction is another aspect where I strongly focus; together we can optimize not just the Python implementation but the project's overall progression too. Having said that, let's discuss this further and embark on a project journey that exceeds your expectations! Best Regrads.....
$30 AUD in 1 day
5.0 (9 reviews)
3.6
3.6
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Hello Mathieu D. After checking the job posting - Python Coder for Stock Pop Predictor, I truly feel that your project is similar to one I had worked on before. I have undertaken similar projects so that I ensure I can provide you with satisfactory results. I can start your project right away and you would be interested in discussing the project details. Thank you for your time to review my cover letter. Paulo
$149 AUD in 9 days
5.0 (1 review)
2.6
2.6
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I am interested in development of your stock analysis application. Our solution will retrieve and preprocess historical stock data from reliable providers, calculate key technical indicators, and identify bullish signals such as moving average crossovers, RSI oversold conditions, and volume spikes. We'll integrate fundamental analysis and sentiment analysis to enhance our scoring and ranking system. Our platform will feature visualizations of technical indicators and customizable criteria for identifying potential stocks. Additionally, a backtesting module will evaluate the app's predictions, ensuring high accuracy and ROI. A user-friendly interface will provide seamless interaction and notifications for users. Muhammed.
$1,000 AUD in 7 days
4.0 (1 review)
1.4
1.4
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⭐⭐⭐Software Engineer⭐⭐⭐ ⭐ Hello, How are you? ⭐ I am a passionate professional WEB developer who have rich experiences and high skills. I am very familiar with SPSS Statistics, Statistical Analysis, Statistics, Python and Software Architecture. I have built many wonderful websites and I can show you my past works. I am sure I am the best matched with your project and I can be powerful addition to your project. I will do my best for project to fulfill the demand and build a successful product for you with my high WEB skills, This is my Goal! If you award me, I can make perfect result in your timeline according to your requirements. My Skills: ★WEB - Frontend: PHP, HTML, CSS, Javascript, Laravel, Angular.js, React.js, Vue.js, CMS - Backend: Node.js/Express, Django/Python(Flask), ASP.NET/C#, Ruby on Rails ★DATABASE & Cloud Platform - Firebase , AWS - MySQL/NoSQL, MongoDB - Github, Social API - Payment Gateway Intergration - Chat , Video Streaming - CMS Ready to work for you now. The great philosopher Plato once said, “The beginning is the most important part of the work.” Please feel free to message me and start your project with me. Thank you and regard.
$150 AUD in 3 days
0.0 (0 reviews)
0.0
0.0
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Hello, Mathieu D. I am very interested in your project "Python Coder for Stock Pop Predictor" and I believe that my skills and experience make me a strong candidate for this job. I am proficient in Statistics, Statistical Analysis, SPSS Statistics, Software Architecture and Python and am committed to delivering results that exceed your expectations. I am confident that I can deliver high-quality work within the specified timeframe. I am available to start immediately. Please feel free to contact me to discuss the project in more detail. Best regards, David Louka
$155 AUD in 5 days
0.0 (0 reviews)
0.0
0.0
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Hi, I saw carefully your project detailes. I’m new at freelancer but I have a lot of experiences in developing/designing WordPress Websites, Creating custom themes, WooCommerce website or E-commerce websites, Payment method integrations, Make custom plugins, Booking plugins, Fix bugs and any of tasks related. so I can do immediately your project. I am keen to discuss further details about your project and how I can contribute to its success. Please feel free to reach out to me at your earliest convenience. Thank you for considering my proposal.
$100 AUD in 7 days
0.0 (0 reviews)
0.0
0.0
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***** Python Developer for YOU here! ***** Hello. Thank you for posting a job. As a skilled Python developer, I am very confident about your project. Please message me to discuss about it in more detail on chat. Best Regards.
$200 AUD in 5 days
0.0 (0 reviews)
0.0
0.0
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I bring extensive expertise in financial data collection and analysis, essential for your project. My experience with reliable data providers like Yahoo Finance and Alpha Vantage ensures accurate retrieval of historical stock data, including prices and volumes. I excel in storing data efficiently using CSV files or databases. I am proficient in Python, leveraging libraries like Pandas, NumPy, and Scikit-learn for data handling and analysis. I ensure high accuracy and reliability in my work, adhering to ethical standards and compliance with data provider policies.
$140 AUD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi! How are you today? Expert here! I've just read your requirements carefully and understand what you want. I am ready to start work. Looking forward to your response. Thanks & Regards
$400 AUD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi sir, after checking your job posting. I am confident my abilities are suitable for this job. I have experience in building stock price forecast models, analyzing and processing stock data, calculating indicators such as MA Crossover, RSI, and MACD, and assessing the risk level of stocks. With a high sense of responsibility, I will definitely perfect your request to the full extent of my ability. Thanks
$115 AUD in 5 days
0.0 (0 reviews)
0.0
0.0

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Flag of AUSTRALIA
ST LUCIA, Australia
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Member since May 31, 2023

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