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ShreyasB02/README.md

Hello, Shreyas Battula Here

I’m an AI Engineer focused on building agentic AI systems that combine large language models, planning, and tool execution to solve real-world problems. My work spans multi-agent architectures, LLM-powered copilots, and production-grade AI systems, with strong foundations in distributed systems, reliability, and performance.

I’ve built and deployed autonomous agents for diagnostics, analytics, and multimodal reasoning across cloud and on-device environments, and I enjoy working at the intersection of AI research, systems engineering, and product impact.


🧠 What I Work On

  • 🤖 Agentic AI & Copilots
    Multi-agent systems, planning and execution loops, tool-using LLMs, LangGraph, MCP

  • 🧩 LLMs & Multimodal Models
    Large Language Models, Vision-Language Models, RAG, context engineering, evaluation

  • ⚙️ Production AI Systems
    Scalable inference, async orchestration, observability, performance optimization

  • ☁️ Distributed & Cloud Systems
    Docker, Kubernetes, AWS, fault-tolerant services, CI/CD


🚀 Featured Projects

EquinoxAI— On-Device Multimodal AI Assistant

Privacy-first, low-latency autonomous agent with planning, memory, and tool execution

  • Multimodal reasoning and contextual planning
  • MCP-based safe tool invocation
  • Sub-300ms end-to-end latency
    🔗 GitHub

Quakbot — LLM-Powered Answer Engine

High-throughput agentic RAG system for query decomposition and retrieval

  • Multi-step reasoning and semantic search
  • Async execution under high concurrency
  • 10K+ daily requests
    🔗 GitHub

YouBlogify — Serverless AI Workflow Engine

Autonomous content pipelines with observability and rollback

  • Agent-driven task planning and execution
  • AWS Lambda + LLM orchestration
    🔗 GitHub

🛠️ Tech Stack

Languages
Python · C++ · Bash

AI / ML
PyTorch · TensorFlow · Hugging Face · LLMs · Vision-Language Models · RAG

Agentic Systems
LangGraph · MCP · Tool-Calling · Multi-Agent Architectures · Planning & Execution

Systems & Cloud
Docker · Kubernetes · AWS · Async Systems · Distributed Services

Infra & Reliability
CI/CD · Monitoring · Logging · Tracing · Performance Optimization

FrontEnd Streamlit, REACT


🎓 Background

  • 🎓 MS in Computer Science, UC Riverside (GPA: 3.9+)
  • 🎓 BTech in Computer Science, PES University
  • 🧪 Research in autonomous agents and multimodal AI
  • 🏭 Industry experience building production AI systems at scale

📬 Get in Touch


Pinned Loading

  1. IBMz_Datathon_Datavengers_early-stage-diabetes-multi-omic IBMz_Datathon_Datavengers_early-stage-diabetes-multi-omic Public

    Forked from jsv1604/IBMz_Datathon_Datavengers_early-stage-diabetes-multi-omic

    Jupyter Notebook 1

  2. Music Music Public

    Music Application Using Java,SpringBoot and Digital Ocean

    HTML 1

  3. Microservices-Comms Microservices-Comms Public

    Forked from Shreyas-s14/cc-microservices-comms

    Mini project for the course "Cloud Computing". The task is to setup a few microservices via docker containers and have them intercommunicate via rabbitmq

    Python

  4. KidneyDiseaseClassfn KidneyDiseaseClassfn Public

    Complete end-end

    PureBasic

  5. Whats-Grass Whats-Grass Public

    Forked from shrujandev/Whats-Grass

    Jupyter Notebook

  6. EquinoxAI EquinoxAI Public

    Swift 1