Welcome! I'm Vinodh Kumar, a passionate data architect, technology leader and lifelong learner with extensive experience building large-scale cloud data platforms and analytics solutions. Over the years, I've worked with terabyte-scale data environments, helping organisations unlock the true value of their data through modern architecture, engineering excellence and innovation.
This blog captures my thoughts, experiences, and lessons learned across data engineering, architecture, AI, analytics, and modern cloud technologies to help organisations and practitioners build better data solutions.
Principal Data Architect
Key Accreditations
15+
Cloud Certifications
TB+
Data Scale Handled
59+
Technical Publications
I have evolved from database development and data warehousing into enterprise-wide data architecture, helping organisations build trusted, scalable, and future-ready data foundations.
My work focuses on designing modern data ecosystems that support analytics, operational intelligence, machine learning, and AI at scale. I specialise in architecting distributed data platforms using cloud-native and open data architectures, with deep expertise across data ingestion frameworks, medallion architectures, semantic modelling, metadata management, governance frameworks, and analytical workloads.
I have extensive experience delivering:
My architectural philosophy is centred around treating data as a product, enabling discoverability, trust, interoperability, and governance by design rather than as an afterthought.
I help organisations turn data into a strategic business asset.
With 20+ years in data engineering, analytics, and architecture, I specialise in creating enterprise-scale data platforms that bridge business strategy, technology, analytics, and AI.
I have led the design of modern cloud-native architectures supporting billions of records, complex analytical workloads, real-time data processing, self-service analytics, and AI-driven use cases. My experience spans enterprise architecture, lakehouse design, data governance, platform engineering, semantic modelling, data product frameworks, and operating model transformation.
Today my focus extends beyond technology implementation to defining enterprise data strategy, establishing architecture standards, building engineering capabilities, and shaping organisational adoption of modern Data & AI platforms.
I believe successful data architecture is not about technology alone. It is about creating governed, scalable, reusable, and business-aligned ecosystems that enable organisations to innovate with confidence.
Blog
Collection of my blog notes on Data Architecture, Microsoft Fabric, Azure and Data patterns that keep complex systems maintainable.
JMAN Group
Jun 2025 - Present
Agilisium Consulting
Apr 2022 - Sep 2023
India
AstraZeneca
Aug 2015 - Mar 2022
Greater Chennai Area
Mindtree
Aug 2013 - Jul 2015
India
EXELA TECHNOLOGIES SERVICES
Jul 2008 - Aug 2013
India
Recognition
Across the recent years
Azure, AWS, Fabric
Professional credentials across API engineering, cloud, data, analytics, and cybersecurity.
Microsoft
Issued Mar 2025 · Credential ID 875962
Microsoft
Issued Dec 2024 · No Expiration Date
Microsoft
Issued Jul 2024 · No Expiration Date
Microsoft
Issued Oct 2023 · No Expiration Date
Microsoft
Issued Jan 2024 · No Expiration Date
Microsoft
Issued Mar 2024 · No Expiration Date
Microsoft
No Expiration Date
Microsoft
Issued Jun 2021 · No Expiration Date
Microsoft
No Expiration Date
QGLUE Strategic Design & Innovation
Credential ID DTBC001
Amazon Web Services (AWS)
No Expiration Date
Amazon Web Services (AWS)
No Expiration Date
Cognitive Class
No Expiration Date
AXELOS Global Best Practice
No Expiration Date
Microsoft
No Expiration Date
Microsoft
No Expiration Date
Microsoft
No Expiration Date
C Corner
No Expiration Date
