Exploring AI, Cloud, Architecture & Engineering Leadership
Research, insights, and real-world technology work by Dibya Ranjan Mishra — focused on GenAI, Agentic AI, Cloud-Native Platforms, SaaS Architecture, Data Science, and Digital Transformation.
Building at the intersection of AI, platforms, and leadership
A practitioner's view of the technologies and disciplines that move modern enterprises forward.
AI & GenAI
LLMs, RAG, fine-tuning, evaluation, and production AI platforms.
Agentic AI
Planner-executor agents, tool use, guardrails, and observability.
Cloud Architecture
AWS, Azure, Kubernetes, cell-based designs, FinOps.
SaaS Platforms
Multi-tenant patterns, platform engineering, paved roads.
Data Science
Modern data stacks, semantic layers, AI-driven analytics.
Engineering Leadership
Global org design, operating rhythms, talent strategy.
Selected deep dives
How Agentic AI Is Changing Enterprise Automation
Autonomous agents are moving from research to production. A look at how Agentic AI patterns are reshaping enterprise workflows, governance, and ROI.
Building Scalable RAG Systems for Enterprise Knowledge
A practitioner's guide to designing retrieval-augmented generation pipelines that survive real enterprise data — messy, multilingual, and regulated.
Cloud-Native Architecture Patterns for Modern SaaS Platforms
Multi-tenant isolation, cell-based architectures, and platform engineering — patterns I've used to scale SaaS from MVP to enterprise.
From the blog
How Agentic AI Is Changing Enterprise Automation
Building Scalable RAG Systems for Enterprise Knowledge
Cloud-Native Architecture Patterns for Modern SaaS Platforms
Engineering Leadership Lessons from Managing Large Global Teams
From AI platforms to global modernization programs
AI-Powered Enterprise Automation Suite
Designed an agentic automation platform combining LLM planners, deterministic tools, and human-in-the-loop approvals.
Cloud-Native Vessel Management Platform — Inchcape
Led a 40-engineer org across 5 time zones to deliver a cloud-native SaaS with 5+ integrations (Unit4, Eye-share) and embedded AI for incident reduction.
GenAI Knowledge Assistant (RAG)
Built a hybrid-retrieval RAG platform with semantic chunking, reranking, and per-tenant guardrails.
Career at a glance
Head of Engineering & Global Application Support — led 40 engineers across 5 time zones delivering cloud-native vessel management; AI transformation cut incidents 76% and training effort 60%.
Director of Delivery — 450-person org, $8M budget; grew account revenue $1M → $20M in 24 months; Microsoft Office 365 & Data Platform programs for 10,000+ users.
Delivery Manager — built unified web/mobile platform for Deloitte University (Texas), automating event lifecycle for 2,000+ annual guests with zero critical outages.
Senior Consultant, BFSI SME — architected Biller Advantage platform compressing merchant onboarding from 3 months to 4 hours; Selective Insurance CLAS payment engines.
Senior Software Engineer, Telecom SME — built Payment Engine for Bell Canada serving millions of subscribers with <4-hour P1 SLA.
Software Engineer — Java & Python web applications for Aflac, AAA, and Auto Club across 3 concurrent client programs.
Let's build the next breakthrough together.
Advisory, architecture reviews, or just a conversation about AI and engineering leadership.
Start a conversation