I’ve built a simple trading-strategy site with a React frontend and Python backend that leverages an AI model to generate buy/sell signals. I need a developer to swap in a new pretrained model, update the backend inference pipeline, and adjust the UI to surface its outputs (parameters, confidence scores, visualization). Scope of Work: Model Integration Replace the existing model with the provided new AI artifact (TensorFlow/PyTorch). Update data‐preprocessing and inference code in Python (Flask). Ensure the response schema includes any new metadata. API & Backend Tweaks Modify endpoints to accept model-specific inputs. Add caching or batch-infer logic for performance. Write unit tests for the new inference flow. Frontend Adjustments Update React components to render new model outputs (tables, charts). Add configuration panel so users can select model variants or hyperparameters. Ensure responsive design and maintain existing styling. Ideal Skills: React.js (Hooks, Context API) Python backend (Flask) Machine-learning model integration (TensorFlow or PyTorch) RESTful API design & testing Familiarity with Docker and basic CI/CD Bonus: experience with financial/trading applications
Keyword: Design visual
Price: $100.0
React Flask Python JavaScript API Machine Learning
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