About me
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.
Vinodh Kumar
Principal Data Architect
Key Accreditations
Core Architectural Domains
15+
Cloud Certifications
TB+
Data Scale Handled
60+
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:
- Enterprise-scale Data Lakes and Lakehouses
- Azure and Microsoft Fabric Platforms
- Modern Data Warehouse Architectures
- Multi-cloud and Hybrid Analytics Solutions
- Open Data Architectures using Iceberg and Delta formats
- Real-time Streaming and Event-driven Platforms
- Self-service Analytics and BI Ecosystems
- Data Governance and Master Data Frameworks
- AI-enabled Data Engineering Solutions
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
Stories people read...
Collection of my blog notes on Data Architecture, Microsoft Fabric, Azure and Data patterns that keep complex systems maintainable.
My Past
Principal Data Architect / Data Engineering CoE Leader
JMAN Group
Jun 2025 - Present
- Lead the global Data Engineering Centre of Excellence, overseeing a distributed team of 140 data engineers, engineering leads and Architects across multiple regions.
- Own end-to-end delivery strategy for enterprise data, analytics, and AI programmes, driving execution across JMAN's global client portfolio.
- Define architecture standards, governance frameworks, and engineering best practices for modern data platforms.
- Design and oversee large-scale lakehouse and data platform implementations using Microsoft Fabric, Databricks, Snowflake, dbt, Azure Synapse, ADF, Microsoft Purview, Power BI and Azure AI Services.
- Partner with executive stakeholders to align data strategy, platform modernisation, and AI adoption with business objectives.
- Drive capability building through hiring, mentoring, technical leadership, and CoE initiatives, shaping the future of Data & AI engineering within the organisation.
- Lead delivery for multi-million-dollar global data transformation programmes spanning data engineering, governance, analytics, and AI.
Azure Data Architect
Agilisium Consulting
Apr 2022 - Sep 2023
India
- Built lakehouse and end-to-end platform architecture.
- Shaped delivery standards across engineering and analytics teams.
Senior Data Engineer
AstraZeneca
Aug 2015 - Mar 2022
Greater Chennai Area
- Delivered resilient data engineering systems.
- Worked in enterprise environments with strict operational expectations.
Senior Consultant
Mindtree
Aug 2013 - Jul 2015
India
- Consulted across delivery and technical design.
- Worked on platform and integration-heavy programs.
Database Developer
EXELA TECHNOLOGIES SERVICES
Jul 2008 - Aug 2013
India
- Built early career depth in database design and delivery.
- Established a foundation in data-centric problem solving.
Microsoft MVP and MCT (Ex)
Recognition
Across the recent years
Azure, AWS, Fabric
- 15+ certifications across Microsoft and AWS ecosystems.
- Recognized for community work, mentoring, and technical leadership.
Certifications
Professional credentials across API engineering, cloud, data, analytics, and cybersecurity.
DP-700: Microsoft Certified: Fabric Data Engineer Associate
Microsoft
Issued Mar 2025 · Credential ID 875962
PL-300: Microsoft Certified: Power BI Data Analyst Associate
Microsoft
Issued Dec 2024 · No Expiration Date
DP-600: Microsoft Certified: Fabric Analytics Engineer Associate
Microsoft
Issued Jul 2024 · No Expiration Date

Microsoft Certified: DevOps Engineer Expert
Microsoft
Issued Oct 2023 · No Expiration Date

Microsoft MVP Award
Microsoft
From 2024

DP-203: Microsoft Certified: Azure Data Engineer Associate
Microsoft
Issued Mar 2024 · No Expiration Date
DP-900: Microsoft Azure Data Fundamentals
Microsoft
No Expiration Date

Microsoft Certified Trainer (MCT)
Microsoft
Jun 2021 - May 2025

Microsoft Azure Solutions Architect Expert
Microsoft
No Expiration Date
Certificate Program in Design Thinking
QGLUE Strategic Design & Innovation
Credential ID DTBC001

AWS Certified Solutions Architect
Amazon Web Services (AWS)
No Expiration Date
AWS Big data fundamentals
Amazon Web Services (AWS)
No Expiration Date
Big Data 101 - Cognitive Class
Cognitive Class
No Expiration Date
ITILV3 Foundation
AXELOS Global Best Practice
No Expiration Date
Implementing Microsoft Azure Infrastructure Solutions
Microsoft
No Expiration Date

MCT 2023-24
Microsoft
No Expiration Date

Azure Synapse Champion
Microsoft
No Expiration Date

C#Corner MVP [2022-2024]
C Corner
No Expiration Date









