Shreyas K B on Tal
Headline
AI System Engineer @ Aiotrix | GenAI Backend Engineer | Secure, Scalable Production-Grade AI Infrastructure
About
AI Engineer at Aiotrix, specializing in building and deploying production-grade GenAI and LLM applications with a strong focus on Retrieval-Augmented Generation (RAG), Model Context Protocol (MCP), and Agentic AI architectures (A2A). I design scalable, secure, and reliable AI systems using modern LLM frameworks and orchestration stacks including LangChain, LangGraph, Pydantic, FastAPI, Docker, and Kubernetes. My work spans the full AI engineering lifecycle — from system architecture, prompt and agent design, and orchestration to evaluation, optimization, and production deployment. I’m particularly passionate about building intelligent multi-agent systems, context-aware AI workflows, and enterprise-ready LLM infrastructure that bridges cutting-edge AI capabilities with real-world business impact. Beyond my core role, I actively build independent AI projects and participate in hackathons, where I enjoy rapidly architecting and shipping functional AI solutions under tight constraints. I’m comfortable owning complex problems end-to-end, from backend systems and data flow design to deployment and performance optimization. I also enjoy simplifying complex GenAI and LLM concepts through technical writing, research, and knowledge sharing, while continuously exploring emerging technologies across the AI ecosystem. Always open to connecting with people working on scalable AI systems, agentic workflows, infrastructure engineering, and impactful GenAI products.
AI stack
langchain
langgraph
mcp
openai
PydanticAI
Qdrant
Work experience
AI System Engineer at Aiotrix, Jul 2024 - Present · 2 yrs, Mangaluru
Marketing & PR Lead at Google Developer Groups On Campus VC, Aug 2022 - Jul 2023 · 1 yr, Puttur, Karnataka, India, ❖ Streamlined event planning processes by implementing standardized blueprints and templates, leading to a 20% reduction in planning time and 5% increase in event budget efficiency. ❖ Built and maintained positive relationships with attendees, resulting in an 89% increase in repeat participation. ❖ Proficient in facilitating attendee engagement at industry-level conferences, fostering networking opportunities and maximizing event value for participants. ❖ Boosted event attendance by 62% through innovative marketing strategies.
Education
Bachelor of Computer Applications, COMPUTER AND INFORMATION SCIENCES AND SUPPORT SERVICES, Sri Vivekananda College of Arts, Science & Commerce, Nehru Nagar, Puttur-574203
Pre-University Education, Science(PCMB), Shree Subrahmanyeshvara Pre-University Collage, Subrahmanya, D.K.
Public links
github.com: https://github.com/https://github.com/shreyaskbkukke
linkedin.com: https://www.linkedin.com/in/shreyaskb333
