AMAnthony Malkowski
AI Implementation & Efficiency

Anthony
Malkowski

I build systems that think. My focus is the practical implementation of AI — turning models and messy workflows into tools that are fast, reliable and genuinely useful. I care about efficiency: shaving friction out of every process until the work feels effortless.

Explore my journey →Get in touch
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// about

Curious by default, efficient by design.

I spend my time at the intersection of intelligence and execution — figuring out how to take the latest in AI and actually ship it. Whether it's automating the dull parts of a workflow or designing a system that scales cleanly, the goal is always the same: more signal, less friction.

What you'll find below is the path that got me here — hover any moment to see the detail.

// the journey

A timeline of becoming

Scroll down — the timeline travels right.

2017 — 2019
Watford Grammar School for Boys
GCSEs

Where it started. Strong across STEM and the first place I really fell for building things with code — turning logic into something that runs.

MathsComputer SciencePhysics
Predicted strong 8–9 grades
2019 — 2021
Sixth Form — A-Levels
Watford Grammar School for Boys

Maths, Further Maths, Computer Science & Physics. Leaned hard into algorithms and started thinking about how machines could do the boring work for me.

Further MathsAlgorithmsProblem Solving
Predicted A*A*A*A*
2021
First AI Experiments
Self-directed

Built my first automation scripts and small ML experiments — scraping, sorting, and removing the repetitive parts of my own workflow.

PythonAutomationAPIs
2022 — 2025
BSc Computer Science
University (placeholder)

Deepened the foundations: data structures, distributed systems and machine learning — with a constant eye on what actually ships versus what stays theory.

Machine LearningData StructuresSystems
2024
AI Implementation Intern
Company (placeholder)

Shipped internal tooling that wired LLMs into real, messy workflows — and learned that the hard part is never the model, it’s the integration.

LLMsPrototypingIntegration
Cut a manual process by ~60%
See on LinkedIn ↗
2025 — now
Building Efficiency Systems
Independent

Designing AI systems focused on speed, reliability and measurable impact. Less hype, more throughput.

Systems DesignEvalsEfficiency
Currently building
Keep scrolling — the timeline travels right →
// what i do

Where I focus my energy

AI

AI Implementation

Taking models off the shelf and making them work in production — grounded, reliable and integrated where they matter.

⚡

Workflow Automation

Hunting down repetitive work and replacing it with something that runs itself. The best task is the one you never do again.

↗

Systems Efficiency

Designing for throughput and clarity — clean pipelines, measurable gains and fewer moving parts.

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Rapid Prototyping

From idea to working thing, fast. Validate early, learn faster, and only polish what survives contact with reality.

// off the clock

Worlds I get lost in

The games on heavy rotation, set adrift on the lake. Click a game and the surface zooms in on it — click again to zoom back out.

Beaver city-builder

Timberborn

Racing sim

F1 25

Cars · soccer

Rocket League

Poker roguelike

Balatro

Rocket sandbox

Kerbal Space Program

Strategy

Clash of Clans

Sandbox

Minecraft

Tap a game to zoom in — tap again to zoom back out

// let's talk

Let's build something efficient.

Got a workflow that should be faster, or an idea that needs AI to make it real? I'd love to hear about it.

in LinkedIn✉ anthonymalkowski1@gmail.com
© 2026 Anthony MalkowskiBuilt in the space between AI & execution