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  • Sydney, New South Wales, Australia

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satyamsh04/README.md

Satyam Sharma

AI engineering graduate building multi-agent systems, LLM evaluation pipelines, and production AI tooling. Based in Gold Coast, Australia — open to graduate AI/ML engineering roles in 2026.

What I Build

  • Multi-agent AI systems — autonomous pipelines with role-separated agents (Researcher, Analyst, Writer, Critic) using LangChain and OpenAI
  • LLM evaluation & reliability — automated scoring pipelines to benchmark agent accuracy, latency, and failure modes
  • Production MCP servers — Model Context Protocol servers integrating AWS S3, DynamoDB, Slack, and JWT auth for real-world data annotation workflows

Tech Stack

Python TypeScript Node.js React

AI/ML: OpenAI API · LangChain · Streamlit · MCP Protocol · Ollama

Cloud/Infra: AWS S3 · DynamoDB · Vercel

Tools: Git · VS Code · Cursor IDE · Docker

Featured Projects

Project Description Stack
ai-email-assistant Multi-agent email triage, draft & reply pipeline — WIL industry project Python · OpenAI · LangChain
agent-eval-pipeline Automated evaluation & reliability scoring for LLM agents TypeScript · OpenAI
multi-agent-research-assistant 4-agent research report pipeline with Critic revision loop & Streamlit UI Python · LangChain · Streamlit
custom-mcp-server Production MCP server — S3, DynamoDB, Slack, JWT auth TypeScript · AWS · MCP

Education

Bachelor of Computer Science (Data Science focus) — Griffith University · GPA 5.1 · Graduating June 2026

Contact

GitHub Stats

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  1. agent-eval-pipeline agent-eval-pipeline Public

    Automated evaluation and reliability scoring pipeline for LLM-based agents (TypeScript)

    TypeScript

  2. custom-mcp-server custom-mcp-server Public

    Production MCP server for data annotation workflow (S3, DynamoDB, Slack, JWT auth)

    TypeScript

  3. multi-agent-research-assistant multi-agent-research-assistant Public

    Four-agent (Researcher to Analyst to Writer to Critic) research-report pipeline with a Critic-driven revision loop, Serper live search, OpenClaw/OpenAI backends, and a Streamlit UI.

    Python

  4. iammimii/AI-Agent-Concept-Workshop-Academic-Automation iammimii/AI-Agent-Concept-Workshop-Academic-Automation Public

    JavaScript 1

  5. mern-social-media-app mern-social-media-app Public

    Full-stack social media app — MongoDB, Express, React, Node.js (MERN stack)

    JavaScript

  6. network-analysis-notebooks network-analysis-notebooks Public

    Network analysis and graph algorithms using Python and NetworkX — Griffith University

    Jupyter Notebook