Upgrade AI Email Dashboard
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About this role
Python, Website Design, PostgreSQL, Web Development, Backend Development, Frontend Development, Vue.js, Data Modeling, FastAPI, Natural Language Processing · I have an internal dashboard that uses AI to generate automatic email replies. It works, but it’s starting to fall behind our needs. The main goal is to boost the accuracy of each suggested response while making the interface feel smoother for everyday users.
Accuracy updates • Refine keyword-matching so the system chooses the right intent even in edge-case phrasing. • Incorporate stronger natural-language-processing techniques to handle varied sentence structures and tone. • Refresh or retrain the underlying data models; I’ll provide sample email logs for you to fine-tune on.
Interface refinement Right now the layout is functional but clunky. I want the overall user experience to feel intuitive—fewer clicks from draft to send, clearer confidence scores, and in-context editing without hunting through sub-menus. Visual design tweaks are welcome if they help usability, but the prime target is UX flow.
Tech stack The current build sits on a Python backend with FastAPI, PostgreSQL, and a lightweight Vue front end, all containerised in Docker. If you prefer alternative tools for the NLP layer—SpaCy, Hugging Face Transformers, OpenAI API—spell out why and how you’d integra