# Sharing my Work! FinConnectAI
**URL:**
**Author:**  [@Vikas9793](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FVikas9793)%5C
**Post date:** [May 25, 2025, 4:58pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsharing-my-work-finconnectai%2F156734%2F1 "2025-05-25T16:58:10Z")
FinConnectAI: Your AI Agent for Real-World Banking & SMB Insights
Author: Vikas Sahani
Demo Video: [https://youtu.be/p3UMmnf9rec?si=PSe-x-Hre99i-i8y](https://youtu.be/p3UMmnf9rec?si=PSe-x-Hre99i-i8y)
* * *
Overview
FinConnectAI v2.1-enterprise-mcp is a modular AI agent system designed to bridge the gap between structured financial data and explainable decision-making.
This version focuses on real-world problem solving in the banking and fintech space by enabling:
Customer segmentation
Fraud and risk profiling
Conversational agents powered by LLMs
Built for individual professionals, banking teams, and AI builders looking to accelerate compliance and CRM workflows with responsible, offline-friendly AI.
* * *
Key Features
Modular Agent Architecture: Built using FastAPI, Gradio, and Hugging Face’s MCP protocol for multi-agent coordination.
Offline & Secure: Compatible with local LLMs (via Ollama) and vector databases (ChromaDB, FAISS) to keep sensitive data in-house.
Plug-and-Play Modules: Easily extend goals like “Detect Fraud” or “Summarize Sales” by editing agent JSON configs.
Developer Toolkit: Includes custom prompts, goal configuration, and explainability support.
* * *
Architecture Diagram
Gradio UI (chat/upload)
|
FastAPI
|
AgentRouter → GoalSelector
|
ModelContextProtocol (Hugging Face MCP)
|
[GPT-4 / Gemini / Ollama]
|
Insights / Logs / Explainability
Try It Now
Deploy your own version by cloning the v2.1 branch:
git clone -b 2.1 [GitHub - VIKAS9793/FinConnectAI](https://github.com/VIKAS9793/FinConnectAI.git)
cd FinConnectAI
pip install -r requirements.txt
python app.py
* * *
Built With
FastAPI
Gradio
Hugging Face MCP
LangChain
Ollama (optional for local LLMs)
* * *
Author Note
As a finance professional transitioning into AI, I built this project to showcase how AI agents can solve real-world compliance and customer analytics problems in SMB and banking domains.
If you’re hiring, collaborating, or building in fintech-AI, feel free to reach out or fork the repo!
---
**Author:**  [@system](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fsystem)%5C
**Post date:** [May 25, 2025, 4:58pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsharing-my-work-finconnectai%2F156734%2F2 "2025-05-25T16:58:11Z")
Unlisted on May 25, 2025, 4:58pm UTC
---
**Author:**  [@system](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fsystem)%5C
**Post date:** [May 26, 2025, 10:56am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fsharing-my-work-finconnectai%2F156734%2F3 "2025-05-26T10:56:36Z")
Listed on May 26, 2025, 10:56am UTC