Headline

Solution Architect || Devops & AI Automation Manager|| Ex-PayPal ||Fintech|| Investment Banking|| Disaster Recovery ||CICD||Agentic AI || MLOps || Tableau ||Kubernetes||AWS||MCP|| LLM||Data Science || n8n ||System Design

About

AI Solution Architect with 6+ years of experience designing and deploying production-grade GenAI, Agentic AI, and ML systems at scale for financial services. Currently leading AI platform architecture at Kotak Alternate Asset Management (AIF/PE) — building enterprise AI solutions on AWS Bedrock, AgentCore-aligned patterns, and RAG pipelines using embeddings, vector stores, and semantic search optimization across 80+ financial tables. Deep hands-on expertise in multi-agent orchestration (LangGraph, ReAct, Tool Use), Guardrails for Bedrock, responsible AI tooling (AWS Clarify), and deploying LLMs with inference optimization (JIT compilation, AOT tracing) for GPU/Neuron/TPU acceleration targets. Proven ability to architect AI solutions within highly regulated financial environments while serving as trusted technical advisor to investment teams, translating complex AI capabilities into measurable business outcomes.

Location

Mumbai

AI stack

anthropic apis

claude code

langchain

langgraph

opencode

claudecode

Work experience

AI Technical Solution Architect & Agentic AI Engineer at Kotak Alternate Asset Managers Limited, Oct 2024 - Present · 1 yr 11 mos, Mumbai, Maharashtra, India

DevOps Analyst at Kotak Alternate Asset Managers Limited, Feb 2024 - Oct 2024 · 9 mos, Mumbai, Maharashtra, India

DevOps Engineer at PayPal, Jun 2023 - Jan 2024 · 8 mos, Banglore, • Architected cloud infrastructure using Terraform and Ansible for financial transaction processing, optimizing cost by 50% while maintaining robust SLAs for high-availability systems. • Improved system scalability by 30% through containerization and multi-tier application deployment, reducing deployment cycles by 70% via CI/CD automation for high-volume payment platforms. • Led technical deep dives on infrastructure reliability, implementing preventive strategies that reduced unplanned downtime by 20%.

DevOps Engineer at WebsInception Software Pvt Ltd, Jan 2020 - May 2023 · 3 yrs 5 mos, Surat, Gujarat, India, Engineering a continuous delivery pipeline utilizing Jenkins, GitHub, and AWS Streamlining the provisioning and management of infrastructure through Terraform and Ansible automation Developing and maintaining build and deployment scripts utilizing Bash and Python Optimizing the performance of GCP services such as App Engine and BigQuery through monitoring and tuning efforts Collaborating with Software Development and Testing Teams to devise and implement robust solutions that meet client requirements for functionality, scalability, and performance Constructing & maintaining multiple Kubernetes clusters on GCP, resulting in enhanced resource utilization and cost-effectiveness Employing Docker containers to transform a monolithic app into microservices, which improves developer workflow, increases scalability, and enhances speed Supervising the software life cycle, from preliminary needs analysis to enterprise-wide deployment and support Enhancing infrastructure security by implementing security best practices and utilizing Google Cloud Security Fostering close collaboration with Product Development Teams and other stakeholders Conducting research to identify and incorporate new technologies into an agile development environment. Monitoring the automated build and continuous software integration process to promptly resolve build/release failures

DevOps Engineer at WebsInception Software Pvt Ltd, Jan 2020 - May 2023 · 3 yrs 5 mos, • Designed CI/CD pipelines with Jenkins and AWS, driving 40% faster releases. Managed Kubernetes infrastructure and built observability with Prometheus/Grafana/ELK. • Managed large-scale AWS infrastructure across development, staging, and production environments, optimizing for performance, cost, and high availability.

Education

Bachelor of Engineering, Computational Science, Gujarat Technological University