Pravin Jade

Gen AI CoE :

• Architect for Model Switchboard and Control Plane assets which are part of AI Refinery. Working with multiple clients for implementation and customization across cloud provider platforms.
• Design of cloud agnostic Authentication, Secret Manager and Logging layers for deployment across 3 major cloud providers using Abstraction and Factory patterns.
• Design of Lanchain and OpenAI Adapters for Switchboard
• Contributed to creation of LLM model vendor agnostic API for invocation of Large Language Models. Integration with latest Gemini , OpenAI GPT , AWS Bedrock and open-source models
• Designed model registry to store Large Language Models in MongoDB.
• Design overall architecture with focus on integration of Model Switchboard with Control Plane working with external client applications.
• Created Deployment architecture for model switchboard and control plane on GCP,AWS and Azure platforms.
• Design of integration with external RAI service to fetch RAI metrics
• Designed Vertex Search with HuggingFace Cross Encoder model to improve similarity search and re-ranking.

McDonald's Client :

• Tech Arch for various Gen AI initiatives such as RAGBot and Conversational Analytics
• Leveraged latest GCP Agent Builder and Gemini LLM offerings to build platform level offerings to integrate with multiple teams within McDonald's. Explored various document parsing techniques to identify and best suitable for PDF search as per client requirements.
• Design and development of RAGBot As A Service. Building Model Context Protocol server.
• Design and development leveraging API Gateway and Authentication mechanisms to balance Cloud Function invocations.

• Coordinated with other engineers to evaluate and improve software and hardware interfaces.
• Delivered unit-tested systems within customer-prescribed timeframes.
• Analyzed proposed technical solutions based on customer requirements.
• Collaborated with fellow engineers to evaluate software and hardware interfaces.