C4GT Community: Basic Details of [Your name]

[chagdrashti]

Ticket Contents

Description

Please provide the following basic details to help us understand your background and context better.

• Name: DRASHTI CHAG
• GitHub Username: drashtichag
• LinkedIn Profile: https://www.linkedin.com/in/drashti-chag-975498255/
• **College/University:**Rk Universitu
  If you feel comfortable, you can also provide additional information such as your area of expertise or any specific information you'd like to share.

Goals

• Adding your basic details

Implementation Details

Description
This project aims to develop an AI-powered analytics chatbot that enables users to interact with key performance indicators (KPIs) and data insights using natural language. The chatbot will use NLP to understand user queries and respond with relevant data visualizations or reports, making analytics accessible even to non-technical users. It will significantly improve decision-making speed and democratize data within the organization.

Goals
Design a user-friendly chatbot interface

Integrate natural language processing for query understanding

Connect the chatbot with KPI databases or dashboards

Enable visualization of data in response to queries

Ensure scalability and data privacy in responses

Expected Outcome
A smart chatbot that allows users to ask questions like “What were the sales in Q1 2025?” or “Show me the revenue growth trend,” and get accurate answers backed by data visuals or textual insights.

Acceptance Criteria
The chatbot understands and processes natural language queries accurately

The chatbot connects to the correct KPI sources and returns relevant data

Data visualization is rendered clearly within the chat interface

Responses maintain high accuracy and low latency

The system handles at least 1000 concurrent users securely

Implementation Details
NLP: OpenAI GPT/LLM, Rasa, or similar framework

Backend: Python/Node.js with secure API connections

Data: Integration with existing analytics tools like Power BI/Tableau or custom dashboards

Frontend: Web-based chat UI or integration into existing dashboards

Database: Secure access to organizational KPIs in SQL/NoSQL systems

Mockups / Wireframes
[Attach or link any visuals separately if available]

Product Name
DMP 2025

Project Name
AI-Powered Analytics Chatbot for Natural Language KPI Insights

Organization Name
[Your Organization Name or leave blank if individual contribution]

Domain
| 18 | Science and Technology |

Tech Skills Needed
Natural Language Processing

Python or Node.js

API Integration

Data Visualization

Frontend Development

Mentor(s)
[@Mentor1] [@mentor2]

Complexity
Medium

Category
[Feature], [UI/UX/Design], [PoC], [AI/ML], [Data Science]

Sub Category
[Frontend], [Backend], [Analytics], [Machine Learning], [Data Science], [API], [Beginner friendly], [PoC], [Needs Reproduction]

Product Name

C4GT

Organisation Name

C4GT

Tech Skills Needed

Markdown

Mentor(s)

@CodeVoyager-Sumit

Complexity

Beginner

Category

Documentation