AI Stock Market Forecasting & Trading Platform

₹600-1500 INR

Closed

Posted

2 months ago

₹600-1500 INR

Paid on delivery

Project title:- Stock Market Analysis using AI Job Description: We're looking for a skilled AI developer to create an advanced stock market analysis platform that uses AI for predictive insights, specifically focusing on forecasting stock trends for the upcoming week. This project requires expertise in financial data analysis, machine learning (particularly time-series forecasting), and a strong understanding of stock market principles. The platform will offer users actionable predictions, interactive trading simulations, and a user-friendly dashboard. Responsibilities: Data Collection & Integration: Integrate with APIs like Yahoo Finance and Alpha Vantage for real-time and historical stock data. Ensure frequent data updates for accuracy in real-time and weekly predictions. Predictive Modeling: Develop and train an AI model, ideally using an LSTM neural network, to predict stock prices up to one week in advance. Use 5 years of historical data to refine predictions and ensure actionable insights on daily and weekly trends. Interactive Trading Simulation: Implement "Buy" and "Sell" options for each stock, allowing users to simulate trades based on AI forecasts. Create a portfolio or ledger to track simulated transactions, calculate profit/loss, and reflect AI-driven predictions. Data Visualization: Design a dynamic dashboard to display stock trends, volumes, prices, and AI-driven forecasts. Incorporate interactive charts showing stock movements and forecasted changes for various timeframes (1 day, 1 week, 1 year). User Interface Design: Build a responsive, user-friendly UI with search functionality, stock filtering, and clear navigation. Ensure the interface allows seamless exploration of stock data and predictions for weekly decision-making. Requirements: Proficiency in Python and ML frameworks like TensorFlow/Keras for AI model development. Experience with financial data APIs (Yahoo Finance, Alpha Vantage). Strong skills in frontend development (HTML, CSS, JavaScript) to design an intuitive UI. Familiarity with stock trading concepts and financial market analysis. Preferred Skills: Experience in time-series forecasting models, particularly LSTM for weekly stock predictions. Knowledge of data visualization libraries (e.g., Plotly, Matplotlib). Database management skills for storing and managing user transactions. Deliverables: A functional stock market analysis platform with weekly prediction insights, simulated trading options, and a clear data visualization dashboard. Deadline: 15 NOV 2024

Project ID: 38742228

About the project

16 proposals

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Active 28 days ago

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16 freelancers are bidding on average ₹1,516 INR for this job

@islamamer6

Hi there, I understand the importance of a reliable and insightful stock market analysis platform that not only provides actionable weekly predictions but also supports interactive trading simulations. To address your needs, I’ll develop a robust AI model, ideally using an LSTM neural network, to provide accurate short-term forecasting using five years of historical stock data. This will enable users to make informed decisions based on daily and weekly insights. My approach includes integrating data from sources like Yahoo Finance and Alpha Vantage to ensure real-time data accuracy. I’ll also design a user-friendly, interactive dashboard where users can view trends, volumes, and predictions in dynamic charts, enhancing data exploration and decision-making. The simulation feature will offer users hands-on experience with "Buy" and "Sell" options, complete with a portfolio tracker for real-world trading insights. Let’s connect to discuss how I can bring this advanced forecasting platform to life for your users. Best regards, Islam Amer

₹1,390 INR in 4 days

4.8

(22 reviews)

4.7

@loxtic

Hello, how are you doing? I have considerable experience with stock market analysis and AI development, having previously completed projects focused on predictive modeling and user interfaces. I've deployed multiple projects utilizing various data APIs and have a solid understanding of trading frameworks. Can demo previous work if needed. Let me know if you need any further information. Looking forward to your response!

₹1,500 INR in 5 days

5.0

(7 reviews)

3.4

@raiquerlis

I have checked your description carefully. To address your requirement for a stock market analysis platform, I propose developing a robust AI model utilizing LSTM neural networks to ensure accurate weekly price predictions. We will integrate reliable APIs like Yahoo Finance and Alpha Vantage for seamless data collection, maintaining real-time updates to enhance the prediction accuracy. The platform will feature interactive "Buy" and "Sell" options, allowing users to simulate trades while tracking their virtual portfolios to keep them engaged. We will design an intuitive and visually appealing user interface that includes engaging data visualization tools, providing clear insights into stock trends and forecasts. Finally, I will prioritize optimizing the model's performance to guarantee high accuracy and ensure smooth operation, even under heavy data loads, resulting in a seamless user experience.

₹2,000 INR in 2 days

4.9

(11 reviews)

3.4

@rajat23091969

Hello yukthag3, I am Rajat, a seasoned developer with expertise in Python, JavaScript, and AI technologies. I have extensive experience in building sophisticated AI models, and I am excited about the opportunity to work on your AI Stock Market Forecasting & Trading Platform project. I am well-versed in utilizing APIs like Yahoo Finance and Alpha Vantage for real-time data collection and have a strong grasp on predictive modeling using frameworks like TensorFlow/Keras. Additionally, my frontend development skills in HTML, CSS, and JavaScript will ensure a visually appealing and user-friendly interface. I am confident that my skills align perfectly with the requirements of your project, and I am eager to discuss how we can collaborate to bring your vision to life. Let's connect to

₹1,050 INR in 3 days

3.7

(8 reviews)

4.2

@dataanalyst719

As an AI enthusiast with expertise in Python, TensorFlow/Keras, and financial data APIs like Yahoo Finance and Alpha Vantage, I am well-positioned to deliver exceptional work on your stock market analysis project. My significant experience working with large datasets and machine learning algorithms, specifically LSTM neural networks, will be instrumental in creating a platform that analyzes real-time and historical stock data to yield accurate predictions for up to one week in advance. Let's discuss

₹3,000 INR in 3 days

5.0

(9 reviews)

3.3

@jamesl632

✔️ Hi,Yuktha G.. I have read your post and can start NOW! ★★★Being a senior Full Stack developer★★★, I can do this within a week. ✔️ Why me: I'm highly skilled in React.js, Vue.js, Angular JS, Node JS, Laravel, PHP, HTML 5, CSS 3. We are also a team of developers experienced in HTML, Python, CSS, Website Design and JavaScript. I would like you to consider me for your services. I'll be guaranteed you that you will get the best product quality in a very optimal budget and time frame. Looking forward to your requirement to analyze and collaborate with you. Regards.

₹600 INR in 5 days

0.0

(0 reviews)

0.0

@neelamy3

! Hope you are doing well. I have read your project "AI Stock Market Forecasting & Trading Platform" details and understand your requirement. We are interested to work on your project. We are experienced in Python, Website Design, CSS, HTML and JavaScript. Please visit portfolio page: https://www.freelancer.in/u/neelamy3 please inbox me so will discuss more over it and start working over your project and deliver what you looking for you will get unlimited revisions on given samples and at the end of task you will get all vector files Best Regards Neelam

₹1,500 INR in 1 day

0.0

(0 reviews)

0.0

@Shashivats01

With proven expertise in project management and a track record of successfully delivering complex solutions, I am equipped to drive this project to success. My unique strengths include optimized processes and innovative problem-solving, ensuring efficiency and high-quality outcomes. Let's discuss how I can bring exceptional value to your team and exceed project goals.

₹600 INR in 7 days

0.0

(0 reviews)

0.0

@Himanshis25

With proven expertise in streamlining workflows, I bring unique strengths in leadership and project execution. My approach enhances efficiency and delivers results, ensuring projects meet objectives seamlessly. I invite project managers to discuss how my skills can elevate your initiatives and drive success. Let's explore the possibilities together.

₹600 INR in 7 days

0.0

(0 reviews)

0.0

@Bhavanilsagar

I have a solid foundation in Python programming that would be instrumental in leveraging and integrating APIs from reliable financial data sources such as Yahoo Finance and Alpha Vantage. My understanding of The prospect of creating an AI model like LSTM neural network, one that accurately forecasts stock prices up to one week ahead, greatly excites me. With my grounding in financial market analysis and Python, I'm confident I can develop the model with both precision and reliability. My proficiency in using ML frameworks such as TensorFlow/Keras further adds a layer of assurance to delivering on time and within specifications. With regards to UI design, my adeptness in front-end technologies like HTML, CSS, and JavaScript will allow me to create an ergonomic and visually appealing interface for your users. As you mentioned the need for responsive search functionality and easy navigation - skills I definitely possess - rest assured that these components will be integrated seamlessly into the final product. Overall, what separates me from others is not just my technical competency but my deep-rooted passion for blending technology with finance. I believe this project is the perfect avenue for me to demonstrate my skillset

₹1,050 INR in 7 days

0.0

(0 reviews)

0.0

@BilalFatian

Hello! I’d be thrilled to help bring your AI-driven stock market analysis platform to life. With a background in AI development, financial data analysis, and interactive UI design, I’m confident I can create a tool that’s not only accurate and responsive but also user-friendly and engaging for your users. Here’s how I’d approach each aspect of the project: Data Collection: I’ll integrate APIs like Yahoo Finance or Alpha Vantage for reliable, real-time data, ensuring high-frequency updates so the AI model has access to the latest market conditions. This will improve the accuracy of trend forecasting. Predictive Modeling: I’d implement an LSTM neural network trained on historical data to predict stock trends up to a week ahead. In a similar project, I developed a predictive model for financial forecasting using LSTM, achieving high accuracy in trend predictions. My approach focused on optimizing the model with hyperparameter tuning and data preprocessing to improve prediction reliability, which I’ll replicate here to ensure actionable insights. Interactive Trading Feature: I’ll add intuitive “Buy” and “Sell” buttons for each stock, allowing users to simulate trades Data Visualization: To make the data accessible, I’ll design interactive graphs and charts that show stock trends, volume, and AI forecasts User Interface: I’ll craft a responsive and visually appealing UI that’s intuitive, with features like search, stock filtering Best, Bilal

₹999 INR in 3 days

0.0

(0 reviews)

1.0

@hegdegourish25

I am an Artificial intelligence and Machine Learning Engineering student at Acharya Institute of Technology with a passion for Machine Learning, Deep learning, NLP, Gen AI and AI-driven solutions to solve real-world problems. My hands-on experience includes working on projects that involve building intelligent systems and applying machine learning models, NLP, Generative AI, deep learning, and foundational models to solve real-world problems across various domains. With skills in Python, TensorFlow, sklearn, pandas numpy and nltk, I enjoy working on projects that combine creativity with analytical insights. Outside of tech, I’m actively involved in hackathons, sports, and community service. I love collaborating with diverse teams and learning something new every day!

₹1,500 INR in 10 days