About Me & My Work

Provide a short description of categories listed below.

What I Work on

• Enterprise AI & GenAI Platforms
  Governed RAG, agent-based systems, LLMOps, Responsible AI

• Data & ML Platforms
  Data Mesh, Lakehouse, ML lifecycle management, analytics at scale

• Cloud-Native & Multi-Cloud Architecture
  GCP-led platforms with AWS & Azure compatibility

• Architecture Leadership & Pre-Sales
  Executive solutioning, RFPs, reference architectures, delivery alignment

How I Add Value

• Translate complex business problems into platform-level architectures

• Enable enterprise adoption of AI with governance, security, and cost control

• Reduce delivery risk by aligning pre-sales promises with execution reality

• Design reusable, scalable architectures rather than one-off solutions

Platform-Centric Approach

Rather than isolated projects, I design enterprise platforms that evolve over time:

• AI-driven operations and knowledge intelligence

• Agent-orchestrated automation and SLA governance

• Data and ML foundations that precede and enable GenAI

👉 Detailed architecture examples are available under Platforms.

Worked Across
Banking & Financial Services · Insurance · Retail · Pharma · Logistics · Travel & Transportation

Engagements Include
Enterprise modernization · AI platform rollout · Multi-cloud strategy · Pre-sales architecture

I work at the platform and architecture level of technology, enabling teams, leaders, and organizations to adopt AI, data, and cloud with confidence, control, and long-term sustainability.

Enterprise AI Platforms & Architecture Work

✅ AI Platforms

Enterprise GenAI Operations & Knowledge Intelligence Platform

AI-Driven Ticket Intelligence & Automation Platform

Enterprise Data & ML Platform (Pre-GenAI Foundation)

✅ Data Engineering & Pipelines

Hybrid Batch + Streaming Pipeline Using GCP(Dataflow, Dataproc, and BigQuery)+AWS(Ec2, Lambda),

Multi-Layered Data Platform on Azure(ADF+Databricks) + GCP(cloud composer) (20+ Pipelines, Multi-Region Ingestion)

✅ Cloud Migration & Modernization

Monolith to Microservices Migration on GKE with PostgreSQL Backend

Oracle Database Migration to AWS (EC2 + RDS)

MS SQL Server Migration to GCP Cloud SQL

Teradata to BigQuery Migration Using GCP Native Tools

✅ Pre-Sales & Architecture Evaluations

SQL Server Modernization – Azure vs GCP (Pre-Sales Engagement)

Enterprise GenAI Operations & Knowledge Intelligence Platform

AI-Driven Ticket Intelligence & Automation Platform

Enterprise Data & ML Platform

Monitoring Setup with Cloud Monitoring & Vertex AI Anomaly Detection

Real-Time ELT Pipeline for Lakehouse using Composer, BigQuery, Pub/Sub, and Cloud Storage

Scalable Batch + Streaming Data Pipeline Using Dataflow, Dataproc, and BigQuery

Experience

Professional Background Overview

My career spans diverse roles across enterprise technology, with a consistent focus on architecting scalable platforms, enabling innovation, and aligning delivery with business outcomes.

Career Highlights

My experience summary:

• 🧠 Experience: 19+ years across enterprise technology platforms in Pharma, Logistics, and Transportation

• ☁️ Cloud & Platforms: Cloud-native and multi-cloud architecture across GCP, AWS, and Azure

• 🤖 AI Platforms: Classical ML systems, Generative AI (RAG, agent-based architectures), and enterprise LLMOps

• 📊 Data Engineering: Analytics platforms, Data Mesh, Lakehouse architectures, and ML enablement

• 🔐 Governance: Security, compliance, and operational controls aligned with regulated environments

• 👨‍🏫 Leadership: Technical leadership, CXO-level discussions, and pre-sales solutioning

Get in Touch

Reach out for collaborations, inquiries, or project discussions.