WRITING & STRATEGY

Blogs & Playbooks

Practitioner-level writing on enterprise AI strategy, architecture, and deployment — from 8+ years building production LLM systems.

Deep Dive Playbooks

Jun 19, 2026·40 min read·FEATURED

The AI Compute Supply Chain: Mapping Every Bottleneck From Sand to Inference

A field guide to AI infrastructure — what training and inference actually demand, the physical chain behind them, and where it's bottlenecked in 2026

First, what actually goes into building and running an AI model. Then the entire physical supply chain behind it — copper, lithography, CoWoS packaging, HBM memory, optical interconnect, grid power, cooling, and neoclouds — with who benefits at each stage, where it's bottlenecked in 2026, and a priced-in / room-to-grow / contested verdict on the public companies exposed. Every technical term defined in plain language first.

AI InfrastructureSemiconductorsSupply ChainMemoryEnergyInvesting

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May 22, 2026·25 min read·FEATURED

Designing a GenAI News Discovery System: Every Decision, Every Tradeoff

A System Design Case Study for CS Grads — RAG, Editorial AI, and Production Readiness

Walk through every architectural decision in building a GenAI content discovery system for a major news media corporation — from RAG vs fine-tuning to chunking strategy, hybrid retrieval, editorial guardrails, and evaluation. Includes a live interactive demo.

System DesignRAGVector SearchEditorial AILLM

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Apr 21, 2026·15 min read·FEATURED

Project Rosie: An Open Source AI Pipeline for Personalized Cancer Vaccine Design

How Gemma 4's agentic orchestration, multimodal vision, and 256K context make it irreplaceable — not bolted on

Deep dive on Project Rosie: the full pipeline architecture, five distinct Gemma 4 integration roles (agentic orchestrator, multimodal visualisation interpreter, clinical report generator), and why veterinary oncology is the right launch market.

Health & SciencesGemma 4Veterinary OncologyOpen Source

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Apr 09, 2026·17 min read·FEATURED

A man used ChatGPT and AlphaFold to design a cancer vaccine for his dying dog. It worked. Here is how to replicate it.

How Rosie proved the pipeline works

A deep dive into the Rosie case, the end-to-end neoantigen pipeline, and why veterinary oncology is the fastest path to build open personalized mRNA vaccine infrastructure.

BiotechCancer ResearchOpen SourceAI

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Mar 17, 2026·22 min read·FEATURED

Enterprise Agentic AI: From Chatbot to Autonomous Agent

A Practitioner's Guide to Production-Grade Agentic Workflows

What changes when you move from a chatbot to an autonomous agent. Deep-dives into MCP, LangGraph orchestration, memory architecture, human-in-the-loop design, and the Padala Bank Credit Analyst Agent as a reference implementation.

Agentic AIMCPLangGraphEnterpriseOrchestration

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Mar 10, 2026·18 min read·FEATURED

Enterprise GenAI Strategy: From Data to Production

A Complete RAG-Based Knowledge System Rollout Playbook

Why most enterprise AI projects fail — and the phased, opinionated playbook for getting RAG-based knowledge systems right. Covers data pipelines, RBAC, evaluation, change management, and governance.

RAGEnterprise AIData ArchitectureRBACStrategy

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External Writing

The AI Compute Supply Chain: Mapping Every Bottleneck From Sand to Inference

Personal

Designing a GenAI News Discovery System: Every Decision, Every Tradeoff

Personal

Enterprise Agentic AI: From Chatbot to Autonomous Agent

Personal

Enterprise GenAI Strategy: From Data to Production

Personal

Product Management 101

Medium

Project Management Zero to Hero

Medium

ZeroSig semi-finals at Great Canadian Web3 Pitch Showdown