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santokalayil/README.md

Hey there! I'm Santo 👋

EY GDS AI Researcher

Architecting the Future of A2A (Agent-to-Agent) Workflows, AgenticRAG, and Advanced LLM Observability.


🚀 Core Expertise

GenAI & Multi-Agent Systems:
PydanticAI LangGraph CrewAI AutoGen LlamaIndex LangChain Instructor

Observability & AI-Ops:
Langfuse LangSmith Arize Phoenix W&B Azure AI Foundry Jaeger OpenTelemetry Docker Docker Compose

Languages & Data Science:
Python FastAPI Asyncio Rust SQL Gemini Vision Streamlit

Cloud Frameworks:
Azure AI VertexAI GitHub Bitbucket


"Miles to go before I sleep..."

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  1. a2a_sample a2a_sample Public

    A minimalist, production-ready AI Agent architecture built using the pure native A2A-SDK and FastAPI, featuring a beautiful live-streaming Streamlit UI with file attachments and real-time execution…

    Python

  2. OpenTelemetry-AI-Observability-Lab OpenTelemetry-AI-Observability-Lab Public

    A research and development playground for implementing deep, unified observability in AI-powered applications. It focuses on using OpenTelemetry (OTEL) to bridge the gap between local debugging (Ja…

    Python

  3. ToolBox ToolBox Public

    ToolBox is a collection of tools and functions designed to be used in conjunction with Language Model (LLM) agents. This repository provides utilities for interacting with APIs, handling geolocatio…

    Python

  4. RAG RAG Public

    RAG (Retrieval-Augmented Generation)

    Python

  5. ds ds Public template

    Template Repository for Data Science Projects

    Jupyter Notebook

  6. framework framework Public

    Framework is python package that gives all the utilities to run scripts dynamically within a framework

    Python