Microsoft Azure AI Apps and Agents Developer Associate
Earned, as reported by Saravana Kumar.
✦ 15 years of enterprise IT experience
HEY, I'M SARAVANA KUMAR
Engineering data.
Building the future
with AI.
Data Engineering & Agentic AI Expert
From enterprise data platforms to intelligent AI workflows — I solve practical technology problems, share what I learn, and help professionals grow with confidence.
Data EngineeringAgentic AICloud & SQLMentorship
Oracle Certified AssociateOfficially verifiable credential · 2025
15Years in Enterprise IT
11Years at HCL
4Years at Wipro
1Publicly Verified Credential
THE TECHNICAL EDGE
Expertise that goes beyond buzzwords.
Cloud, data, SQL and AI — with a practical focus on architecture, reliability and helping others solve problems.
Data Engineering
Batch pipelines, orchestration, transformations and analytics layers.
BigQueryDataflowComposerDataprocGCS
Agentic AI
Tool-using AI systems, safe workflows and multi-agent solution design.
AI AgentsLLMsRAGHuman approval
SQL & Databases
Data modeling, SQL/PLSQL development and performance investigation.
OraclePL/SQLSnowflakeSQL
Cloud Platforms
Cloud-based analytics, ingestion patterns and data processing systems.
Google CloudMicrosoft FabricDatabricks
Data Governance
Validation, data quality, access controls and reconciliation.
DQIAMMonitoringLineage
Production Support
Debugging jobs, performance issues, incident analysis and safe reruns.
AirflowBigQuery SQLPythonRoot cause
MY JOURNEY
15 years. Two enterprise chapters. One constant: growth.
Built on real-world enterprise technology experience — with current focus on Data Engineering and Agentic AI.
EARLIER CAREER
HCL
11 years
Enterprise IT foundation and long-term technology project experience.
LATER CAREER
Wipro
4 years
Banking domain, Data Governance and data engineering workflows.
TODAY'S FOCUS
Independent Expertise
Data + Intelligent AI
Knowledge sharing, consulting, career guidance and practical innovation.
Experience durations are self-reported. Individual job titles, project dates and client information are intentionally omitted.
PROFESSIONAL PROOF
Officially verified. Not just claimed.
An Oracle credential with an official verification link, plus additional self-reported certifications below.
✓ VERIFIED BY ORACLE
Oracle AI Database SQL Certified Associate
Oracle University · Awarded to Saravana kumar K · Issued 6 August 2025
Credential demonstrates knowledge of Oracle SQL concepts, database objects, joins, DML and transactional SQL.
🔒 The official public badge is used; private score-report identifiers are never published.
CONTINUED LEARNING
AI & Data Engineering certifications.
Additional certifications reported as earned by Saravana Kumar. Public verification links are not provided.
Microsoft Multi-Agent AI Solutions Expert
Earned, as reported by Saravana Kumar.
Microsoft Certified: Fabric Data Engineer Associate (DP-700)
Earned, as reported by Saravana Kumar.
Databricks Certified Data Engineer Associate
Earned, as reported by Saravana Kumar.
THE PORTFOLIO
Real experience. Future ideas.
Enterprise experience is clearly distinguished from proposed Agentic AI demonstrations. No fictional project results.
EXPERIENCE-BACKED
Banking Data Engineering & Governance
A conceptual architecture based on banking-domain experience: enterprise sources, GCS ingestion, Dataflow processing, BigQuery staging and curated analytics.
View detailsCAREER EXPERIENCE
HCL — Enterprise Technology Foundation
Eleven years in enterprise IT. Specific project ownership, client assignments and achievements are reserved until verified.
View detailsPROPOSED DEMONSTRATION
Agentic Data Quality Guardian
A proposed AI agent that reviews sample data checks and recommends human-approved corrections. Not a completed product.
View detailsPROPOSED DEMONSTRATION
Data Pipeline Incident Copilot
A proposed read-only assistant for investigating sanitized pipeline logs and suggesting safe diagnostic steps.
View detailsWATCH & LEARN
Learn with Saravana.
Explore my content themes on YouTube and Instagram. Individual video links will appear only after specific published URLs are provided.
YouTube series
Data Engineering Masterclass
Data systems, cloud fundamentals and pipeline concepts.
Explore channelYouTube series
Real-World Engineering Problems
Practical debugging, SQL optimization and pipeline reliability.
Explore channelInstagram · TechX
Tech & AI Short-Form Content
Quick technical explainers and personal creator insights.
Open InstagramThese are series/category cards, not claims that particular videos have been published. Video streams are not hosted on this site.
TECHNICAL KNOWLEDGE HUB
Answers that actually help.
Original educational walkthroughs for SQL, data engineering and AI concepts, written for people and structured for search engines.
How to Troubleshoot a Failing Airflow DAG in Production
A practical step-by-step checklist for task failures, permissions, dependencies, retries and downstream validation.
Read practical guideBigQuery Incremental Loads: Deduplicate Before MERGE
A reusable pattern to keep only the latest source record per business key before loading a curated table.
Read practical guideAgentic AI vs Generative AI: A Practical Engineering Explanation
Understand the difference between producing content and operating a tool-enabled, goal-directed workflow.
Read practical guideOracle SQL Performance: Read the Execution Plan First
A practical starting point for tuning SQL with execution plans, statistics and selective filtering.
Read practical guideWORK WITH ME
Stuck on a challenge? Let's figure it out.
For students, job seekers and working professionals seeking practical, responsible technical guidance.
Interview Guidance
Technical preparation, mock interview coaching and project explanation.
Work Support
Authorized debugging guidance, troubleshooting and production best practices.
Mini-Project Mentorship
Architecture, coding guidance, review, testing and documentation.
1:1 Tech Mentorship
Personalized learning plans for Data Engineering, SQL and Agentic AI.
BEYOND THE CODE
Curious by nature. Driven by growth.
Technology is a big part of my life, but so are teaching, creating, fitness and continuous self-improvement.
I enjoy making complicated concepts understandable, sharing real technical lessons and supporting people as they navigate their technology careers.
- Enterprise technology experience shaped by HCL and Wipro
- Passion for practical technical teaching and creator content
- Interest in learning, personal growth and fitness
QUICK ANSWERS
Good questions deserve clear answers.
Get a quick overview of my expertise, technical services and how this portfolio represents my work.
What does Saravana Kumar specialize in?
My primary focus is Data Engineering and Agentic AI, supported by experience with enterprise databases, Google Cloud-based data workflows, data governance and SQL.
How are certifications verified?
The Oracle certification links to Oracle’s official verification page. Four additional certifications are labelled self-reported and have no public verification links.
Can I request technical work support?
Yes. Submit a request describing the general issue and tools involved. Please do not share customer data, production passwords or confidential employer material.
Can I get help with mini-projects and interviews?
Yes. I offer practical learning-oriented guidance, mock interview preparation, project review and debugging support.
Are the Agentic AI Lab projects finished?
Not all. Proposed demonstrations are visibly labelled as concepts until a working implementation and evidence are available.
LET'S CONNECT
Have a question, project or goal?
Whether you need interview guidance, technical work support, mini-project mentoring or a thoughtful conversation about Data Engineering and Agentic AI — reach out.
Professional enquiries are private. I do not ask for sensitive client or production credentials.