1001 Freelance Projects -- AI Stock Trading Assistant Development

Latest Projects from Freelance Marketplaces

Today is: 04-Apr-2025 17:46 GMT

View this project in detail (Note: you will be redirected to external marketplace)
Project title:	AI Stock Trading Assistant Development
Posted by:	External project from PeoplePerHour
Started:	10-Jan-2025 18:22 GMT
Description:	Budget: $150 Timeline: Flexible, but delivery within 3-4 weeks is preferred. Objective: Develop an AI-powered stock trading assistant to help predict stock trends and provide actionable insights. The tool will leverage machine learning models (e.g., LSTMs) to analyze stock market data and identify patterns for better decision-making. To save on budget and development time, you may use a pre-trained or existing AI model as the foundation, while focusing on implementing additional features and ensuring high performance. Project Requirements: Core Features: Stock Prediction Model: Use TensorFlow and Python to implement an LSTM-based predictive model. Optionally adapt a pre-trained or existing model (open-source or from reputable libraries) to save time and resources. Real-Time Data Integration: Fetch live stock data using APIs such as Alpha Vantage, IEX Cloud, or Yahoo Finance. Update predictions dynamically based on the latest market information. Key Insights Dashboard: Create a simple and intuitive user interface using libraries like Flask, Dash, or Tkinter. Display stock predictions, historical trends, and confidence scores. Basic Alerts System: Provide notifications for key stock movements or when certain conditions (e.g., price thresholds) are met. Additional Features (Stretch Goals): Integrate a Naive Bayes model for sentiment analysis using news headlines or social media data. Allow users to input specific stocks or portfolios to tailor predictions. Implement downloadable reports summarizing trends and predictions for user-selected stocks. Technical Requirements: Programming Languages: Python (primary) Libraries/Frameworks: TensorFlow, Pandas, NumPy, Matplotlib, Scikit-learn, Flask/Dash APIs: Stock market data API (e.g., Alpha Vantage, IEX Cloud) Developer Responsibilities: Adapt an existing AI model or create a custom LSTM model for stock trend prediction. Focus on enhancing the model's usability by integrating new features (e.g., alerts, sentiment analysis). Build a user-friendly interface for data visualization and interaction. Optimize the tool to run efficiently within a constrained budget and computational resources. Document code, usage instructions, and provide support for basic troubleshooting.
Project ID:	3416462
Project category:
Project budget:
View this project in detail (Note: you will be redirected to external marketplace)

Project	Started
London Based Architectural Designer	04-Apr-2025 15:52 GMT
Wordpress Speed Optimisation	04-Apr-2025 15:43 GMT
Logo rendering into 3 hr video - please read nfo before applying	04-Apr-2025 15:43 GMT
AI expert to import Word content on Wordpress ACF fields	04-Apr-2025 15:02 GMT
Tabulated PDF to Word conversion and Arabic/English translation	04-Apr-2025 14:54 GMT
Full-Day Training and Build of an AI Research Agent on 8/4/25	04-Apr-2025 14:54 GMT
Social Media Awareness for New UK Edu Platform (1 week, remote)	04-Apr-2025 14:41 GMT
Bookkeeping Assistant	04-Apr-2025 14:29 GMT
Skilled Customer Service Representative	04-Apr-2025 14:28 GMT
Functional Skills E-Course Content Writer	04-Apr-2025 14:25 GMT
Create advanced AI chatbot for reporting/BI and customer help	04-Apr-2025 13:59 GMT
Design a Google doc template	04-Apr-2025 13:59 GMT
Development of Prototype for Merchant Portfolio Risk Management	04-Apr-2025 13:58 GMT
I need someone to prepare engagement letters (ICAEW)	04-Apr-2025 13:24 GMT
Improve sound recording (2mins)	04-Apr-2025 13:24 GMT

Browse All Projects

Projects by Skills ...
Projects for 'android' Projects for 'ajax' Projects for 'asp' Projects for 'aspnet' Projects for 'cms' Projects for 'cpp' Projects for 'csharp' Projects for 'css' Projects for 'delphi' Projects for 'design' Projects for 'drupal'	Projects for 'excel' Projects for 'facebook' Projects for 'flash' Projects for 'html' Projects for 'java' Projects for 'javascript' Projects for 'joomla' Projects for 'iphone' Projects for 'mysql' Projects for 'photoshop' Projects for 'php' Projects for 'python'	Projects for 'ruby' Projects for 'seo' Projects for 'sql' Projects for 'sysadm' Projects for 'translate' Projects for 'typing' Projects for 'twitter' Projects for 'vbnet' Projects for 'xml' Projects for 'wordpress' Projects for 'writing'
Read RSS feeds ... New!
RSS feed for 'android' RSS feed for 'ajax' RSS feed for 'asp' RSS feed for 'aspnet' RSS feed for 'cms' RSS feed for 'cpp' RSS feed for 'csharp' RSS feed for 'css' RSS feed for 'delphi' RSS feed for 'design' RSS feed for 'drupal'	RSS feed for 'excel' RSS feed for 'facebook' RSS feed for 'flash' RSS feed for 'html' RSS feed for 'java' RSS feed for 'javascript' RSS feed for 'joomla' RSS feed for 'iphone' RSS feed for 'mysql' RSS feed for 'photoshop' RSS feed for 'php' RSS feed for 'python'	RSS feed for 'ruby' RSS feed for 'seo' RSS feed for 'sql' RSS feed for 'sysadm' RSS feed for 'translate' RSS feed for 'typing' RSS feed for 'twitter' RSS feed for 'vbnet' RSS feed for 'xml' RSS feed for 'wordpress' RSS feed for 'writing'

New!
Проекты на русском (Projects in Russian)	Short URL: 1001fp.com	Mobile version: m.1001freelanceprojects.com