
Nabarun Chakraborty
@nabarunchakraborty
AI/ML and MLOps transition after enterprise IT at Microsoft and Citrix; applying infrastructure expertise to AI deployment.
What I'm looking for
At Microsoft and Citrix, I supported enterprise environments and worked through complex infrastructure issues across Windows Server, Active Directory, virtualization, and cloud systems.
At Citrix, I progressed through escalation engineering roles, including Principal Escalation Engineer. I led escalation engineering teams and worked directly with R&D.
After 18 years in enterprise IT, I’m making a deliberate move into AI/ML and MLOps. I’m building a foundation in Python, Machine Learning, and Deep Learning through hands-on practice and projects documented on GitHub.
I’m focused on MLOps and AI Infrastructure, bringing systems thinking and production-grade IT experience to AI deployment. I want to be on the building side of how AI is changing enterprise IT.
Experience
Work history, roles, and key accomplishments
Professional development
Career Break
Dec 2025 - Present (10 months)
A deliberate pivot after 18 years in enterprise IT.
Invested this time in building a strong foundation in AI/ML — focusing on Python, Machine Learning,
and Deep Learning through structured, daily hands-on practice.
Bringing systems thinking and production-grade IT experience into the AI space, with a clear focus on MLOps and AI Infrastructure.
Health and well-being
Career Break
Apr 2025 - Nov 2025 (7 months)
Time taken after 12 years at Citrix for personal renewal — travel, family, and a meaningful
lifestyle transformation.
Returned with renewed clarity, energy, and a clear sense of direction for the next chapter.
Worked as Principal Escalation Engineer at Citrix.
Worked as Lead Escalation Engineer at Citrix.
Worked as Senior Escalation Engineer at Citrix.
Worked as Escalation Engineer at Citrix.
Worked as Support Engineer at Microsoft.
Worked as System Administrator at HSBC.
Worked as HOD Corporate training - Eastern Region at IIHT Ltd.
Education
Degrees, certifications, and relevant coursework
Microsoft
Microsoft Certified: Azure AI Fundamentals
Issued Aug 2026
Microsoft
Microsoft Certified: AI Transformation Leader
Issued Sep 2026
Educative
Generative AI Handbook
Issued Mar 2026
Generative AI Leader Certification
Issued Aug 2026 · Expires Aug 2029
Microsoft
Microsoft Certified: Azure Fundamentals
Issued Jan 2025
Citrix
CC-VAD-MA
Issued Jan 2017
Citrix
Citrix Certified Associate - Virtualization (CCA - V)
Issued May 2016
Microsoft
MCSA: Windows Server 2012
Issued Jan 2013
APMG International
ITIL Foundation
Issued Jan 2013
Microsoft
MCSE: Windows Server 2003
Issued Jan 2008
Microsoft
MCSA: Windows 2000
Issued Jan 2006
Cisco
CCNA 640-801
Issued Jan 2005
Microsoft
Microsoft Certified Professional (MCP)
Issued Jan 2004
NATIONAL INSTITUTE OF ELECTRONICS & INFORMATION TECHNOLOGY (NIELIT)
DOEACC A level
Issued Jan 2003
St. Xavier's College
Graduation, Commerce
1999 - 2002
St. Lawrence
HS, Commerce
1997 - 1999
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Portfolio
github.com/NabarunCodeSalary expectations
Job categories
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