Open to opportunities

Vamshi Krishna Miryala

@vamshikrishnamiryala1

AI and GenAI consultant building agentic LLM systems that automate workflows in regulated healthcare and financial services.

United States

Message

What I'm looking for

I’m looking to build responsible, production-ready agentic GenAI systems end-to-end—designing secure RAG, fine-tuning, and LLMOps with HIPAA/SOC2 governance—so teams see measurable efficiency gains through real-world KPIs.

I’m an AI and GenAI consultant with 4+ years of experience identifying AI and automation opportunities and delivering end-to-end generative AI solutions across regulated financial services and healthcare environments.

I build agentic and multi-agent AI systems using LangGraph, CrewAI, and ReAct—using function calling, tool use, and human-in-the-loop guardrails—to automate complex, multi-step processes. I also design secure RAG pipelines and fine-tune LLMs with LoRA/qLoRA and prompt engineering to solve domain-specific business problems, delivering over $1M in operational savings through AI automation.

I’m especially focused on responsible, governed AI—HIPAA- and SOC2-aligned deployments, explainability (SHAP/LIME), and LLMOps practices for reliable production deployment.

Experience

Work history, roles, and key accomplishments

Current

AI and GenAI Consultant

Current

Bank of America

Nov 2024 - Present (1 year 7 months)

Built an agentic document-review assistant with LangGraph/CrewAI that summarized, classified, and routed compliance documents, reducing manual legal review time by ~40%. Delivered governed RAG and LLMOps (Azure OpenAI, Pinecone/FAISS, drift monitoring) that cut token costs by ~30% and drove $1M+ annual operational savings.

LangGraph Crew AI React RAG With LangChain Pinecone FAISS Azure OpenAI

AI/ML Consultant

Cigna Healthcare

May 2023 - Nov 2024 (1 year 6 months)

Contributed to an LLM-based claims automation pipeline that reduced manual medical-necessity review time by ~35% while supporting HIPAA-aligned retrieval and PHI-safe summaries. Fine-tuned open-source LLMs (LoRA/qLoRA) for ICD-10/CPT coding, and supported fraud/anomaly detection and readmission-risk modeling with Power BI visibility.

RAG With HIPAA Safeguards Azure OpenAI Integration ICD 10 And CPT NLP Classification PHI Safe Summarization Workflows Anomaly Detection Readmission Risk Modeling Power BI EHR Integration

Python Developer

Cognizant

Jan 2022 - Dec 2022 (11 months)

Developed NLP intent-detection and classification models for HR/IT chatbots, reducing ticket resolution time by ~35%. Built Python ETL and OCR/NLP pipelines, contributed to recommendation systems and AI summarization, and delivered predictive-analytics insights via Tableau.

Python NLP Intent Detection And Classification ETL Recommendation Systems Collaborative Filtering Tableau