Pavankalyan Dasari

Gen AI Developer at ABM Industries

Innovative and results-driven AI/ML Engineer with nearly six years of experience building enterprise-grade Generative AI, LLMOps, and NLP systems across cloud-native, high-volume environments. Skilled in designing end-to-end RAG architectures, vector database pipelines (FAISS, Pinecone, ChromaDB), ingestion frameworks, hybrid search, and retrieval APIs using LangChain, LangGraph, and LlamaIndex. Adept at developing backend AI services, integrating LLM APIs, and deploying reliable, observable, and production-ready systems on AWS, GCP, Docker, and Kubernetes. Strong background in implementing monitoring, logging, and performance metrics to ensure transparency, safety, and high availability of AI-driven workflows. Known for collaborating with cross-functional teams to build prototypes, experiment with emerging AI tools, and deliver human-centered, impact-focused solutions. Experienced in semantic search, multi-agent orchestration, compliance-aware AI practices, and secure data pipelines t