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Latest writing

Tutorials and engineering essays on one side, reflections and reading on the other. Filter the stream:

TUTORIALJUN 19

Prompt Engineering: Text Summarization

In an era where market-research PDFs land on desks faster than you can finish a ristretto, prompt-engineered text-summarisation lets analysts trade hours of CTRL-F drudgery for instant, five-sentence clarity on how AI adoption and ramped-up privacy regulation are reshaping customer behaviour.

3 min read

ESSAYJUN 18

You can ship in weeks, but can you survive the launch?

We had three weeks to build an MVP. No extensions, no excuses. Ambitious? Absolutely. Risky? Of course. But this wasn’t our first rodeo.

2 min read

ESSAYJUN 07

The Myth of the Perfect System

Every engineer wants to build a perfect system. Every founder knows that’s the fastest way to stall a business. Perfection is seductive - until it kills your timeline, your budget, and your momentum.

2 min read

Latest news

Original takes on what's moving in AI infrastructure and engineering.

All news →

JUL 07
9 min read

The Layoff Everyone Blamed on AI, Where the Company Said AI Wasn't the Reason

Microsoft cut 4,800 roles and went out of its way to say AI didn't do it. The gap between what companies claim and what economists see is now the actual story, and this week produced unusually clean evidence for both sides.

JUL 06
6 min read

Compute Financing Is the New Battleground

In a single week, NVIDIA started financing the buyers of its own chips, Meta hinted it might sell compute instead of buying it, and Together AI raised $800M. The FLOPS aren't the story anymore. The balance sheet is.

INFRA

JUL 06
5 min read

Cost Per Token Is Where the Fight Moved

vLLM shipped 0.24.0, SGLang landed agent-written kernels, and NVIDIA claims DeepSeek V4 got 5x cheaper to serve on Blackwell in a month. A look at where the marginal cost-per-token wins are actually coming from.

JUL 06
4 min read

The Constraint Is Electrons, Not Chips

A former Bitcoin miner just signed a $19B, 20-year lease with Anthropic, and Brookfield 5x'd its fuel-cell financing framework to $25B. The pacing item for the AI buildout isn't silicon. It's power, and the capital to secure it.

INFRA

Selected work

Atlas World Sports

Atlas World Sports is a cutting-edge platform designed to provide sports fans with data-driven insights and betting intelligence. By aggregating real-time sports statistics and offering personalized recommendations, the platform helps users make smarter, more confident decisions. I served as a backend architect and core engineer, responsible for designing and implementing the platform’s data pipelines, authentication system, and robust API infrastructure-all tailored for scalability and high-frequency data consumption.

Node.jsNestJSgRPCPostgreSQL

DPB

As part of a high-stakes financial technology initiative under NDA, I contributed to the development of a secure and performance-driven digital private banking platform. This modern web application enables high-net-worth individuals to manage their portfolios, assets, and financial insights through a seamless and intuitive interface.

Node.jsNestJSReact.jsTypeScript

Directive Health

Directive Health is an ambitious platform designed to unify disparate healthcare service providers into one cohesive ecosystem. Its mission is to make patient and provider data accessible, secure, and actionable-regardless of the originating provider-through a modern, scalable backend and intuitive interfaces. I led the core architecture and implementation of the backend infrastructure and communication systems, ensuring seamless interoperability across providers and delivering a powerful admin interface for internal users.

React.jsTypeScriptNode.jsNestJS

— A PRINCIPLE I BUILD BY

Perfect systems do not survive contact with reality. Resilient ones do.

Let's build something.

Custom software, an MVP, or a system that needs to survive its own launch. I take on a few projects at a time.

Book a 15-min call →