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Kamlesh Tayade

@kamleshtayade

Associate Director and senior solution engineer building agentic AI and LLM platforms on Azure with scalable reliability.

India

Message

What I'm looking for

I’m looking to lead AI & cloud engineering teams building agentic, LLM-powered platforms in regulated environments—combining strong architecture, reliability, and mentorship, with ownership from PoC to enterprise scale.

I’m an Associate Director and Senior Solution Engineer with 18+ years of experience designing and delivering enterprise-scale agentic workflows and LLM-powered platforms. I bring hands-on expertise building Agentic AI systems using OpenAI APIs, Python orchestration frameworks, and cloud-native microservices on Azure, with a focus on scalable system design in regulated banking environments.

At UBS, I architected the integration of agentic AI systems into an in-house Python product, leading stateful Multi-Agent workflows with LangGraph and LangChain while reducing migration cycles by 5 weeks. I also architected agent evaluation frameworks using RAGAS to validate multi-step LLM reasoning and service integrations, ensuring PoCs have rigorous performance data before enterprise rollout.

I lead teams of 30+ professionals and drive full-stack framework modernization across ReactJS, Python, and Java ecosystems to improve security, performance, and maintainability. I’ve engineered backend workflow performance by migrating legacy schedulers to Celery and implementing Redis caching, modernized analytics by migrating 34 Tableau reports to Power BI, and built observability suites with OpenTelemetry (OTel) and Log Analytics Workspaces—giving real-time health insights across distributed microservices.

Experience

Work history, roles, and key accomplishments

Current

Associate Director — AI & Python

Current

UBS

Jan 2019 - Present (7 years 4 months)

Architected the integration of agentic AI systems into an in-house Python product, using LangGraph/LangChain multi-agent workflows and cutting enterprise migration cycles by 5 weeks. Led 30+ engineers and modernized full-stack frameworks (ReactJS, Python, Java), migrated 34 Tableau reports to Power BI, and improved Python service performance by migrating schedulers to Celery with Redis caching and

Agentic AI LangGraph Lang Chain Ragas Python Celery Redis OpenTelemetry Power BI

Architect — Cloud Platforms

Boston Byte LLC

Jul 2018 - Nov 2018 (4 months)

Led full-stack architecture for a cross-platform virtual healthcare SaaS platform using Java, Spring Boot, and microservices with Netflix OSS and AWS CI/CD pipelines. Designed multi-service real-time audio/video/chat orchestration and implemented ELK Stack for distributed observability and monitoring.

Java Spring Boot Microservices ELK Stack Real Time A V Chat Integration Observability Orchestration Cloud Native Architecture

Solution Architect / Sr Specialist

Zensar Technologies

Jul 2016 - Jul 2018 (2 years)

Migrated 37 web applications to cloud using CI/CD DevOps pipelines, increasing release velocity from quarterly to 2-week sprints (500%+). Architected a Cisco Data-as-a-Service platform by building big data foundations on Hadoop/Spark and converting 4 high-impact POCs to production.

Cloud Migration CI CD Pipelines Apache Hadoop Apache Spark Release Management

Lead Technical Specialist

Zensar Technologies

Jul 2011 - Jul 2016 (5 years)

Directed technical strategy for 19 enterprise web applications, delivering 30% reduction in compliance process time and 87% reduction in logistics losses via rule-engine automation. Pioneered R&D with Apache Solr, Spark, and Kafka through multiple hackathons/POCs and mentored teams to higher Agile maturity as Scrum Master.

In Rule Engine Apache SOLR Apache Spark Apache Kafka Agile Scrum enterprise applications