Suresh Amgoth
Ai Systems Engineer (Mcp Tooling & Graphql Integration) @Dbfz Deutsches Biomasseforschungszentrum Gemeinnützige Gmbh
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WORK HISTORY
Ai Systems Engineer (Mcp Tooling & Graphql Integration) @Dbfz Deutsches Biomasseforschungszentrum Gemeinnützige Gmbh
Leipzig, DE
Working Student – AI Systems Engineer at DBFZI design and develop an MCP server and custom MCP tools that enable Large Language Models to interact with the RESDB Resource Database via its GraphQL API.To ensure reliable model behavior, I leverage GraphQL introspection to provide structured schema context and craft precise tool definitions that reduce incorrect tool calls. I optimize queries using filtering and pagination strategies to guarantee stable, production-ready responses.I continuously test and refine the system across multiple MCP clients (Claude Desktop, Cursor IDE, VS Code) to ensure robustness, usability, and cross-environment consistency.
EDUCATION
University College of Science, Saifabad
Bachelor's degree, Biotechnology
Hochschule Anhalt
Master's degree, Molecular Biotechnology
ABOUT SURESH AMGOTH
AI Developer with hands-on experience in LLM integration, MCP tools, and research software development. I have worked at DBFZ, where I built AI-assisted workflows, GraphQL-based data tools, and reliable data pipelines. My goal is to use AI to solve real-world research and industry problems. Currently learning and exploring LangChain and LangGraph to build smarter AI applications and agents. My interests include:🤖 LLM applications & AI agents Retrieval-Augmented Generation (RAG) Applied Machine Learning Data-driven research solutions I enjoy turning complex data into clear insights and scalable AI solutions. Open to opportunities in AI, Machine Learning, and Data roles where I can learn, build, and create real impact.
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