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Update a web app system where base ML code is developed to use Python, SQL, and APIs to display metrics in an analytical dashboard based screens, competitor information dashboard, and detail information in another dashboard, build off existing basline. The system must include user management and authentication. The system is data driven from the data ingested from APIs. The API sources will be provided. Provide a timeline to complete ideally considering that more specific requirements can be provided on contract reward. The ideal timeline would be in 1 to 2 weeks max. It is assumed that Gen AI-assisted coding will speed up the process but skilled full stack developer(s) will be involved to follow best practices and manage code. . Streamlit + Opensource user management or Django/Python solution with a Postgres DB. Experience Needed: You must have at least 2 years experience in development of ML models and active python for ML. This is an ML-first project but the ML sentiment code is already built but the consultant must also be able to display the KPIs through dashboards using open source tools (not Looker, PowerBI, or Tableau). The focus must be on Python and integration of the items above. Preference is to a full stack software developer with API and ML knowledge. Code for sentiment analysis, code for the existing KPIs will be provided, base code for data extraction shall be provided. Minimum 3-5 years of Python development industry/project experience. List in your response how many ML and/or Python projects you have completed unless the projects are in your profile on this platform. Do NOT include unrelated web development.