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Agentic AI Architect with 18 years across enterprise integration, cloud platforms, and AI engineering

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Somnath Ghosh·Agentic AI Architect·White Plains, New York, United States

Skills

Capabilities & Expertise

Agentic AI, cloud, integration, DevOps, and leadership capabilities built over 18 years in enterprise technology.

IBM Cloud Pack for Integration (CP4I)

95%

IBM

Integration

7y exp

IBM App Connect Enterprise (ACE)

95%

IBM

Integration

10y exp

IBM API Connect (APIC)

90%

IBM

API

8y exp

IBM MQ

92%

IBM

Messaging

12y exp

IBM RPA

78%

IBM

Automation

3y exp

IBM Watsonx.ai

80%

IBM

2y exp

Azure Cloud Services

88%

Cloud

Microsoft

6y exp

AWS Cloud Services

85%

Cloud

AWS

5y exp

IBM Cloud Services

92%

Cloud

IBM

8y exp

Google Cloud Platform

78%

Cloud

Google

3y exp

OpenShift / Kubernetes

87%

Container

DevOps

6y exp

Microservice Architecture

92%

Architecture

Cloud

8y exp

Enterprise Application Integration (EAI)

97%

Integration

Architecture

17y exp

Generative & Agentic AI

88%

GenAI

4y exp

MCP Server Integration

82%

MCP

1y exp

LangChain & LangFlow

82%

Orchestration

2y exp

Azure OpenAI

82%

Azure

2y exp

Python

80%

Programming

AI/ML

4y exp

Java Spring Boot

83%

Programming

Java

7y exp

Azure DevOps & GitHub Actions

85%

DevOps

CI/CD

6y exp

Splunk APM Observability

78%

Observability

SRE

2y exp

SQL Query Writing

80%

Database

SQL

15y exp

Agile / SAFe

90%

Agile

SAFe

8y exp

Integration Architecture Leadership

95%

Architecture

Leadership

12y exp

CI/CD Pipelines (Azure DevOps)

85%

DevOps

CI/CD

5y exp

Release Management

88%

Delivery

Management

10y exp

Stakeholder Management

92%

Leadership

Communication

12y exp

Team Leadership

90%

Leadership

Mentoring

10y exp

Experience

Career Journey

18 years of delivering enterprise integration, cloud modernization, and AI engineering across Energy, Insurance, Banking, Information Analytics, Broadcasting, and FMCG.

Technology Architect - AI & Integration Lead

Cognizant

May 2023 – Present

White Plains, New York, United States

Leading IBM App Connect Enterprise and CP4I modernization for an energy utility client while establishing Azure-based foundations for agentic AI applications.

IBM CP4I

IBM ACE v12

IBM MQ

IBM API Connect

AWS

Azure DevOps

OpenShift

Kubernetes

Key Responsibilities

•Leading and overseeing the IBM App Connect Enterprise team as a senior integration architect, delivering high-performance solutions tailored for complex business and regulatory environments.
•Directing the IBM Cloud Pack for Integration (CP4I) team to architect advanced, cloud-native integration solutions, ensuring seamless delivery of application and integration services.
•Collaborating with AWS and other infrastructure teams to influence strategic architectural decisions for integration services deployed on the CP4I platform.
•Supporting Azure DevOps teams in establishing CI/CD pipelines for efficient build and deployment of integration artefacts.
•Working with client architects to refine and update middleware architecture, ensuring alignment with business goals and industry best practices.
•Leading release management efforts, coordinating with administrative teams for smooth production deployments and maintaining rigorous performance monitoring.
•Establishing agentic AI foundations on Microsoft Azure, including data pipelines that use Azure Data Lake as a primary platform for AI agent components.
•Building early-stage agentic applications for utility billing, compliance monitoring, and infrastructure management.
•Implementing Splunk APM observability across IBM CP4I and Kubernetes infrastructure for real-time production visibility.
•Conducting in-depth consultations with functional and technical teams to analyse data structures, business processes, and requirements.
•Developing and reviewing sophisticated code using IBM Integration Toolkit or IBM App Connect Enterprise Toolkit, adhering to industry standards and best practices.

Key Achievements

Led On-Prem to Cloud CP4I Migration

Spearheaded migration from On-Prem IIB v10 to Cloud-native CP4I ACE v12, modernising the integration estate for an Energy sector client.

→ Full re-platform to CP4I on AWS

Established CI/CD Pipelines for Integration Artefacts

Partnered with Azure DevOps teams to set up automated CI/CD pipelines, reducing manual deployment effort and accelerating release cycles.

→ Automated build and deploy pipelines

Technology Architect

Cognizant

Oct 2021 – May 2023

Kolkata, West Bengal, India

Technology Architect for an insurance client, leading IBM Integration Bus and IBM App Connect Enterprise teams delivering high-availability integration services.

IBM CP4I

IBM ACE

IBM API Connect

IBM MQ

Azure

OpenShift

Kubernetes

Agile/SAFe

Key Responsibilities

•Rapidly adopted and mastered new technologies, ensuring solutions remained current and adaptable to evolving industry standards and regulatory requirements.
•Designed and implemented scalable infrastructure, prioritising compliance with regulatory frameworks and robust system architecture for high-growth environments.
•Demonstrated deep industry expertise by analysing business processes and requirements, delivering tailored integration solutions addressing sector-specific challenges.
•Collaborated closely with Product and Design teams to enhance customer experience, ensuring technical decisions align with user needs and business objectives.
•Built and maintained scalable systems that support business growth, applying best practices to ensure reliability, performance, and security.
•Managed time effectively to deliver results efficiently in a fast-paced, startup-like environment, consistently meeting project targets and deadlines.

Key Achievements

Delivered Agile Integration Enhancements Across Multiple Industries

Led development and enhancement sprints across Insurance and Energy verticals, delivering high-quality integration solutions in an Agile model.

→ Multi-industry Agile delivery

Technical Lead

Cognizant

Oct 2019 – Sept 2021

Kolkata, West Bengal, India

Spearheaded the migration of legacy webMethods ESB integration services to IBM Integration Bus (IIB) for an Insurance sector client.

IBM Integration Bus (IIB)

IBM MQ

Spring Boot

APIGEE

REST APIs

SOAP

Agile/SAFe

Key Responsibilities

•Spearheaded migration of legacy webMethods ESB integration services to IBM Integration Bus (IIB) by designing REST APIs and SOAP services using APIGEE, IIB, Spring Boot, and IBM MQ.
•Collaborated with the IIB product team to identify and resolve performance bottlenecks, ensuring optimal system functionality.
•Led Agile processes including Program Increment (PI) planning, Sprint planning and refinement sessions, and daily Scrum meetings.
•Facilitated business and functional requirement gathering sessions to align integration solutions with organisational goals.
•Oversaw application coding, development, and enhancement using the IBM Integration Toolkit.
•Championed innovation within the integration team by fostering quarterly ideation initiatives.
•Developed and maintained comprehensive documentation across all stages of the project lifecycle.
•Provided strategic leadership to the offshore application development team.

Key Achievements

Successful webMethods to IIB Migration

Led end-to-end migration of legacy webMethods ESB to IBM Integration Bus for a major Insurance client, delivering modernised integration capability.

→ Full ESB platform migration completed on schedule

Senior Associate - Integration Developer

Cognizant

Nov 2014 – Sept 2019

Kolkata, West Bengal, India

Maintained and enhanced WebSphere Enterprise Service Bus solutions for Banking and Insurance sector clients, with full ownership of design, development, testing, and production support.

IBM WebSphere ESB

WebSphere Integration Developer

IBM Integration Toolkit

IBM MQ

Java

XSLT

Key Responsibilities

•Designed, developed, and enhanced applications using WebSphere Integration Developer and IBM Integration Toolkit, ensuring robust and scalable solutions.
•Authored comprehensive design documents and unit test cases for application workflows.
•Led and supported key phases of deployment, QA, and User Acceptance Testing while troubleshooting and resolving issues.
•Delivered production support including incident analysis and resolution within established SLA timelines.
•Conducted detailed requirement analysis for new development stories and updated Agile boards for transparency.
•Provided leadership and strategic guidance to offshore application development teams.

Key Achievements

Consistent SLA-compliant Production Support

Maintained high availability and SLA compliance across Banking and Insurance integration landscapes.

→ Banking & Insurance production support

Application Developer

IBM

Apr 2012 – Nov 2014

Kolkata, West Bengal, India

Designed and developed advanced business process flows and integration solutions using WebSphere technologies for Information Analytics and Broadcasting sector clients.

WebSphere Process Server

WebSphere Integration Developer

WebSphere ESB

Java

JMS

SQL

JEE

Key Responsibilities

•Architected and implemented advanced business process flows leveraging WebSphere Integration Developer, WebSphere Process Server, WebSphere ESB, Java, JMS, and SQL.
•Configured and managed Data Sources and oversaw setup and optimisation of WebSphere Integration Developer and WebSphere Process Server.
•Drove quality assurance by implementing rigorous unit and integration testing protocols.
•Collaborated with clients, testers, and stakeholders to support User Acceptance Testing and resolve production-critical defects.
•Prepared comprehensive release artifacts for Process Layer production deployment.
•Provided high-level production support for WebSphere Process Server, including incident management and resolution.

Key Achievements

Delivered WebSphere Process Server Solutions for Broadcasting Sector

Designed and delivered integration solutions for major Broadcasting and Information Analytics clients using WebSphere technologies at IBM.

→ Multi-client delivery at IBM

Associate IT Consultant

ITC Infotech

July 2008 – Apr 2012

Kolkata, West Bengal, India

Designed and implemented mediation flows and business process orchestrations using WebSphere technologies for the FMCG sector.

WebSphere ESB

WebSphere Process Server

WebSphere MQ

Java

EDI

XSLT

XML

Key Responsibilities

•Designed and implemented mediation flows using WebSphere Enterprise Service Bus to streamline system integration and data exchange.
•Developed and orchestrated complex business process flows leveraging WebSphere Process Server.
•Ensured rigorous unit and integration testing for all developed code, aligning deliverables with technical specifications.
•Configured critical system components such as WebSphere Message Queues and Data Sources.
•Managed deployment processes across Development, UAT, and Production environments.
•Diagnosed and resolved technical issues through meticulous analysis of event logs and system behaviors.
•Delivered technical support in areas including Electronic Data Interchange (EDI).

Key Achievements

FMCG Integration Platform Delivery

Delivered WebSphere-based integration solutions for ITC Infotech FMCG clients, supporting end-to-end business process automation.

→ Full lifecycle delivery over 3+ years

Education

Academic Background

A foundation in mathematics and computer applications supporting 18 years of enterprise technology delivery.

Master of Computer Applications (MCA)

Computer Applications

Jadavpur University

2005 – 2008

Postgraduate program in Computer Applications at one of India's premier technical universities, building deep expertise in software engineering, algorithms, and systems design.

Bachelor's Degree

Mathematics

Calcutta University

2002 – 2005

Undergraduate degree in Mathematics from Calcutta University, Kolkata, providing a strong analytical and problem-solving foundation.

Certifications

Professional Credentials

Credentials spanning Generative AI, Azure, IBM cloud and integration, AWS, Kafka, Agile delivery, and API architecture.

IBM

IBM Champion 2025

IBM

Issued: Jan 2025

Verify Credential

Cloud

Microsoft Certified: Azure AI Engineer Associate

Microsoft

Issued: Jan 2024

Verify Credential

Agile

IBM

Issued: Jan 2022

Verify Credential

Cognizant Project Manager (CPM)

Cognizant

Jan 2023

Confluent

Jan 2022

Boomi Certified Associate Integration

Boomi

Jan 2022

The Complete Python Bootcamp

Udemy

Jan 2022