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AI-Powered Applications Specialist
2 weeks ago
We are seeking a highly skilled developer to join our team and contribute to the development of AI-powered tools using Streamlit.
As a key member of our team, you will be responsible for developing applications that utilize Streamlit for enterprise users. Your work will involve creating apps for various use cases such as spreadsheet summarization, HR Q&A bots, and performance engineering insight extraction.
- Build Streamlit applications for internal workflows to streamline business processes and improve efficiency.
- Integrate frontend components with backend Python pipelines and vector stores to ensure seamless data exchange.
- Utilize LangChain or LlamaIndex to enable Retrieval-Augmented Generation (RAG) with local Large Language Models (LLMs).
- Package apps using Docker for AWS deployment to ensure scalability and reliability.
- Proficiency in Python programming, including experience with Pandas, Scikit-learn, FastAPI or Flask.
- Experience with Streamlit or Dash for rapid UI development to create user-friendly interfaces.
- Familiarity with Large Language Model APIs, Ollama, or Hugging Face models to leverage their capabilities.
- Vector DB integration expertise, including Chroma or FAISS, to manage complex data structures.
- Bonus: Knowledge of HR/Performance engineering domains to provide deeper insights.