Bhanu Gujjarlapudi
Python Developer | Automation & Data Engineering Expert | AI/ML Enthusiast | Azure DevOps Integration | ETL & RESTful API Specialist
- Role
- Ai Engineer at Xnode Inc
- Location
- Hartford, CT, US
- LinkedIn followers
- 500 followers
About Bhanu Gujjarlapudi
Experienced Python Developer with a strong foundation in automation, AI/ML, and data…
Experience
Ai Engineer
Jun 2023 — Present · Hartford, CT, US
Integration of Azure DevOps (ADO) into a chatbot system, enabling real-time project status retrieval through NLP-based queries on ADO work items: advanced NLP applied for extracting and summarizing status updates to support accurate, user-friendly responses. ETL pipeline with Python and SQL for ingesting, transforming, and loading ADO work item data into structured formats, ensuring low-latency querying and optimized data retrieval within the chatbot’s backend. Use of Large Language Model (LLM) embeddings for query relevance and context-aware summarization from a vector database, enabling precise and concise responses based on complex work item data. Optimization of ADO-to-vector database integration using dense embeddings and similarity scoring algorithms, improving precision in retrieving status information for enhanced decision support. Built a planning agent using generative AI to generate comprehensive roadmaps and business requirement documents (BRDs) by integrating OpenAI models with OpenAPI. Backend services and RESTful APIs in Python for high-throughput, data-driven operations, supporting system interoperability with external tools and databases. Configured Splunk and Grafana dashboards to monitor system metrics, enhance logging accuracy, and improve incident response times.
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