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.
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.
Naturopathic Social Media Engagement Strategy Category: Content Creation, Content Marketing, Content Strategy, Digital Marketing, Facebook Marketing, Instagram Marketing, Social Media Management, Social Media Marketing, Video Editing, Video Production Budget: $15 - $25 USD
21-Aug-2025 21:59 GMT
PowerPoint Font and Emblem Update Category: Adobe Creative Suite, Adobe Illustrator, Adobe InDesign, Branding, Graphic Design, Powerpoint, Presentations, Word Budget: $30 - $250 USD
21-Aug-2025 21:57 GMT
Dubai Trade License Consulting Website -- 2 Category: Graphic Design, HTML, Payment Gateway Integration, PHP, UI / User Interface, User Experience Research, Web Development, Web Design Budget: $250 - $750 USD
21-Aug-2025 21:57 GMT
Trademark Registration for Fashion Brand for Amazon Brand Registry Category: Brand Management, Business Consulting, Fashion Consulting, Graphic Design, Intellectual Property Law, Legal, Legal Consultation, Legal Research, Logo Design, Trademark Registration Budget: $250 - $750 CAD
Wix Developer to achieve LinkedIn Feed Tiles Category: API Integration, Frontend Development, HTML, PHP, User Interface / IA, Web Design, Web Development, Wix, WordPress Budget: ₹1500 - ₹12500 INR
21-Aug-2025 21:47 GMT
Land Photography in Lake Wales Category: Digital Marketing, Graphic Design, Illustration, Photo Retouching, Photography, Photoshop, Video Production, Videography Budget: $30 - $250 USD
