Production-grade automation systems built using Python, Azure, AI and Data Engineering technologies.
This repository showcases a collection of automation, AI and data-processing systems designed to streamline telecom operations, improve data quality, reduce manual effort and support large-scale engineering workflows.
| Metric | Value |
|---|---|
| Automation Systems | 14+ |
| Daily Files Processed | 1000+ |
| Engineers Supported | 30+ |
| Workflow Efficiency Improvement | Up to 90% |
| Technologies Used | Python, Azure, AI, Docker |
Enterprise Retrieval-Augmented Generation system built using Azure OpenAI, LangChain and FAISS.
- Semantic Search
- Vector Database
- Enterprise Knowledge Retrieval
- FastAPI APIs
- GPT-Powered Question Answering
Tech Stack
Python • Azure OpenAI • LangChain • FAISS • FastAPI
Repository:
https://github.com/ansh1423/AI-Knowledge-Assistant-RAG
Multi-agent orchestration framework for autonomous workflow execution.
- Multi-Agent Architecture
- LangGraph Workflow Engine
- Memory Management
- Tool Calling
- Workflow Automation
Tech Stack
Python • LangGraph • Azure OpenAI • FastAPI
Repository:
https://github.com/ansh1423/Agentic-AI-Workflow-Automation
Secure AI-powered chatbot with RAG architecture and enterprise search capabilities.
- GPT-4 Integration
- Knowledge Retrieval
- Authentication Layer
- Role-Based Access Design
- FastAPI Service Layer
Repository:
https://github.com/ansh1423/Azure-OpenAI-Enterprise-Chatbot
Automation platform for large-scale KPI validation and reporting.
- Automated CSV Processing
- Validation Rules Engine
- Reporting Automation
- Data Quality Checks
- Cloud Integration
Repository:
https://github.com/ansh1423/Sliding-Counter-Validation-System
- Python
- SQL
- Azure OpenAI
- LangChain
- LangGraph
- RAG
- Pandas
- NumPy
- CSV Processing
- Microsoft Azure
- Azure Functions
- Azure SQL
- FastAPI
- REST APIs
- Docker
- Git
- GitHub Actions
✅ Data Validation Pipelines
✅ KPI Processing Automation
✅ AI-Powered Knowledge Search
✅ Multi-Agent Workflow Execution
✅ Automated Reporting
✅ Enterprise Chatbots
✅ File Processing Systems
✅ Cloud-Native Automation
Ansh Yadav
Automation Engineer | Generative AI Engineer | Agentic AI Developer
- Python Automation
- Azure OpenAI
- Retrieval-Augmented Generation (RAG)
- Agentic AI Systems
- Data Engineering
- Workflow Automation
- FastAPI Development
- Agentic AI Systems
- Enterprise Generative AI
- AI Automation Platforms
- Multi-Agent Architectures
- Production AI Applications
⭐ If you find these projects useful, feel free to explore the repositories and connect with me.