Hire Krishna V. - Generative AI Architect

About krishna

I am an Sr GenAI Architect with 18 years of experience, focused on Generative AI, Agentic AI, and enterprise-scale AI platforms, with a strong foundation in classical machine learning and data-driven systems.In my current role at Persistent, I work within Enterprise Architecture, designing scalable, secure AI and data platforms across the healthcare and Lifesciences footprint. My work spans classical ML, Generative AI, and Agentic systems, applying advanced LLMs, multi-agent orchestration, and AI governance frameworks alongside traditional ML models to real-world financial services use cases in a regulated, production environment.I specialize in architecting end-to-end AI systems—from feature engineering, model training, and evaluation to RAG pipelines, agentic decision layers, tool-using agents, and autonomous workflows. My architectures integrate classical ML techniques (regression, classification, clustering, time-series forecasting, anomaly detection) with modern LLM-based systems, enabling robust, explainable, and scalable AI solutions.My work includes cloud and data engineering on AWS, Azure , GCP, designing resilient, high-performance architectures using modern data stacks, while ensuring security, compliance, governance, and operational excellence across on-prem, hybrid, and multi-cloud environments.Beyond delivery, I provide technical and architectural leadership across product, engineering, and business teams—aligning enterprise AI strategy with hands-on execution and translating emerging AI capabilities into measurable business outcomes.Core Focus Areas:Generative AI & Agentic SystemsLLMs, Multi-Agent Architectures, Agent Orchestration, RAG, Tool Calling, Autonomous Workflows, AI Reasoning & PlanningClassical Machine LearningRegression, Classification, Clustering, Time-Series Forecasting, Anomaly Detection, Feature Engineering, Model EvaluationEnterprise AI Platforms & MLOpsProduction ML & LLM Systems, Model Governance, MLflow, CI/CD for AI, Monitoring & Observability, Responsible AIArchitecture & LeadershipEnterprise Architecture, AI Strategy, Technical Roadmapping, Cross-functional Collaboration, Team MentorshipDisclaimer All views

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