Rohith Sadanala
AI Software Developer @ micro1
About
I’m working on production-grade LLM systems, RAG pipelines, and multi-agent workflows that power real-world applications. From designing scalable backend services to orchestrating agentic systems that interact with tools and APIs, I focus on turning AI from a demo into something reliable, fast, and useful at scale.I’ve worked across high-scale environments, building systems that handle tens of thousands of requests per second with low latency. My work spans LLM evaluation, fine-tuning, prompt optimization, and distributed system design, along with the full stack needed to ship and monitor these systems in production.What I enjoy most is solving the gap between AI capability and real-world usability, reducing hallucinations, improving reliability, and making systems that can operate autonomously in complex workflows.Technically, I work with LLM frameworks like LangChain and LangGraph, build RAG pipelines with vector databases, and design backend systems using Python, Go, and modern cloud infrastructure (AWS, Docker, Kubernetes). I’m comfortable owning systems end-to-end from architecture to deployment to iteration.I completed my Master’s degree in Computer Science from the University of South Florida and a Bachelor’s degree from SRM IST Chennai. I am currently an AI Software Developer at micro1. My work focuses on architecting and deploying AI and LLM-based systems, fine-tuning advanced models, and applying reinforcement learning techniques to improve decision intelligence.At micro1 and ColomboAI, I contribute to building advanced AI and multi-agent systems, orchestrating action-oriented automation, and enhancing operational intelligence.
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United States
Computer Software
Microservices, LLM, Prompt Engineering, Retrieval-Augmented Generation (RAG), Large Language Models (LLM), Chatbot Development, Vector Databases, Amazon Web Services (AWS), Full-Stack Development, Artificial Intelligence (AI), Image Segmentation, Docker Products, Google Cloud Platform (GCP), API Testing, Unix, Cross-functional Collaborations, Apache Spark, React Native, Cloud Applications, GitOps
Experience

AI Software Developer
• Built RAG pipelines using vector search and embeddings (Pinecone), achieving sub-second latency • Developed LLM evaluation and LLMOps pipelines (LangSmith, DeepEval), improving accuracy and reducing hallucinations • Designed backend systems for AI agent orchestration and tool integration

Software Engineer
Fremont, CA
• Built production LLM systems with a focus on inference optimization, latency reduction, and cost efficiency. • Worked on reinforcement learning, fine-tuning, lightweight RL, and LLM agent design patterns. • Designed and implemented MLOps pipelines with monitoring (Prometheus, Grafana) for Generative AI applications.

Forward Deployed Engineer
Tampa, FL
• Implemented GenAI/LLM solutions using foundation models (GPT, LLaMA) and AWS services. • Deployed applications on AWS using Docker, Jenkins, and Maven-based CI/CD pipelines. • Developed and optimized RAG pipelines with vector databases and retrieval strategies, improving response accuracy by 31%.

Full Stack Developer
Hyderabad
• Developed backend services and RESTful APIs using Java and Python within microservices architectures. • Applied NLP to extract features from unstructured healthcare records, reducing data dimensionality. • Optimized API performance and backend logic, reducing response time and supporting operations.
Rohith Sadanala's Contact Information
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