I will build interactive streamlit dashboards and production fastapi ml backends

J
jadee_chen
J
jadee_chen
Jade C.
build interactive streamlit dashboards and production fastapi ml backends
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build interactive streamlit dashboards and production fastapi ml backends

About this gig

Convert complex statistical models and raw datasets into intuitive, interactive web applications for your team or stakeholders.

I design production-ready Python applications that combine high-performance backends with clean frontend interfaces.

Core Deliverables:

  • Streamlit Frontends: Custom multi-page layouts, KPI scorecards, interactive charts, and real-time filtering.
  • FastAPI Backends: Asynchronous REST APIs, database integration, custom model scoring pipelines.
  • Deployment Ready: Containerized via Docker for deployment on AWS, local servers, or cloud hosts.

Reach out with your data source and key visual metrics to map out the scope.

  • Tool

    • Python

  • Chart type

    • KPI
    • Bar chart
    • Insights
    • Analytics
    • Heat map
    • Interactive
    • Funnel

Get to know Jade C.

Jade C.

Senior AI Engineer, Tech Lead: Optimization, AI Engineering, ML, DL Pipelines

  • FromUnited States
  • Member sinceNov 2024

  • Languages

    English, Chinese
Senior Data Scientist & Tech Lead (6+ yrs) with an MS in Applied Math from UC Santa Cruz. I build production-grade AI systems, local LLM infrastructure, and supply chain models. SPECIALTIES: • Local LLM Ops: Private vLLM/Ollama setup (DeepSeek/Qwen), AI agents & RAG • Operations Research: Supply chain simulation (SimPy/Monte Carlo) & MILP • Production Apps: FastAPI REST APIs, Streamlit dashboards & Docker I turn complex requirements into clean, low-latency, scalable code. Message me to start!

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