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DavidDanso/README.md

Hi, I'm David 👋

Python Developer transitioning into LLM App Development — passionate about building AI tools that help fintech and compliance teams work more efficiently and make better decisions.

I’m currently strengthening my foundation in:

  • LLM frameworks like LangChain and vector search technology
  • Retrieval-Augmented Generation (RAG) fundamentals
  • Cloud deployment and scaling with AWS

🎯 My Mission

Use AI to automate slow, manual, high-stakes workflows such as:

  • Reviewing compliance policies
  • Extracting insights from regulatory documents
  • Detecting fraud and risky activities early

I want my work to reduce repetitive tasks and increase trust + accuracy in financial systems.

🧱 What I'm Building Right Now

Learning by shipping practical real-world apps:

  • Compliance Document Q&A — RAG app for policy lookup
  • Research Assistant — Summarize, compare, and extract insights across multiple files
  • Fraud Risk Categorizer — Helps streamline risk review workflows

These projects help me grow from fundamentals → production readiness.


📌 Always learning. Always building.

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  1. image-thumbnail-api image-thumbnail-api Public

    Python 1

  2. llama-gemini-chat llama-gemini-chat Public

    Seamlessly generate content using multiple providers (Gemini, Ollama). Features a LangChain core, a Streamlit UI, and a LangServe deployment API.

    Python 1

  3. memento_vault memento_vault Public

    Memento Vault is a platform designed to securely store photos and videos from special events, enhanced with AI-driven features for seamless organization and content management.

    CSS 1

  4. swift-bill-invoice swift-bill-invoice Public

    A django web app for effortless invoice management

    CSS 1

  5. brain-dump brain-dump Public

    BrainDump is a Django web app that allows users to store their ideas and thoughts in a structured manner.

    CSS 2

  6. finance-manager finance-manager Public

    A Django-based application for managing expenses with role-based authentication for Admin and Accountant roles

    CSS 1