Kartheek Sirugudi
Staff Machine Learning Engineer | Generative AI |AI Agents| RAG|Gemini| ADK| GCP| LLMs, LangChain, Vertex AI | FastAPI & Cloud Deployment
- Role
- Staff Machine Learning Engineer at Micron Technology
- Location
- Boise, ID, US
- LinkedIn followers
- 500 followers
About Kartheek Sirugudi
My journey into Machine Learning began in 2019 while mentoring interns in India. Through those interactions, I saw how AI could transform real-world problems. Fueled by that passion, I pursued a Master’s in Machine Learning & Artificial Intelligence at the University of Texas at Dallas, laying the foundation for the next chapter of my career.Today, I am a Senior Machine Learning Engineer with 12+ years of experience across software engineering, AI, and cloud technologies, now specializing in Generative AI and Agentic AI systems. Core Expertise • Generative AI & LLMs: Gemini 2.5 Pro, Retrieval-Augmented Generation (RAG), conversational agents, LangChain, LangGraph • Agentic AI Tools: FastMCP, Google AI SDK, MCP servers — building intelligent autonomous agents with structured reasoning, tool-use, and orchestration pipelines • Backend & MLOps: FastAPI, PyTorch, CI/CD, Docker, Kubernetes, scalable ML deployments (Vertex AI, GCP, GKE, Dataflow, OpenShift, Apache Beam) • Full-Stack & Frontend: TypeScript, React, Next.js — integrating AI APIs and agentic components into production-ready web apps • Projects & Impact: Designed real-time conversational AI systems, built custom RAG-powered agents, and deployed cloud-native AI applications delivering business valueBeyond technical expertise, I’m passionate about bridging AI research with practical business impact — creating solutions that are not just innovative but production-ready, scalable, and agent-driven. Always learning, always building — and excited about the next wave of agentic AI tools that are redefining how humans and AI collaborate. Open to Machine Learning Engineer / Generative AI Engineer / Agentic AI Engineer opportunities. Contact: 2••••••••@gmail.com
Experience
Staff Machine Learning Engineer
Oct 2025 — Present · Boise, ID, US
Education
The University of Texas at Dallas
Master of Science - MS, Information Technology and Management
2019 — 2021
MVGR College of Engineering
Bachelor's degree, Electrical, Electronics and Communications Engineering
2006 — 2010
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