MAV | AI Systems

I engineer AI systems for efficiency, reliability & scale
Senior Systems Builder Top 3%🌎 @Upwork
Shipped for : @Expensify · @Stanford · @OpenAI · @rahvaraamat

[MAV | AI Systems @mavrick_sys]

Stanford University. Production AI system. Shipped. 🎓

This is what I love about @Upwork , enterprise and Fortune 500 access, from anywhere in the world.

Most AI projects die between the demo and production. I wrote down some notes what it takes to cross that gap, inspired by this contract. Notes below 👇

Building a production system? Let's chat.

[MAV | AI Systems @mavrick_sys]

@luisvelasco - how your FDE actually instrument latency, cost, and failure modes when models call tools or other agents in live customer environments

- concrete evaluation loops , catching regressions..etc

[MAV | AI Systems @mavrick_sys]

5 years of work in 2 weeks using AI.

This is what AI should be imo: a force multiplier for efficiency, revenue & execution.

Bending AI toward the right economics may become the ultimate unfair advantage.

[Cointelegraph @Cointelegraph]

🔥 LATEST: Asana says OpenAI Codex completed five years of engineering work in two weeks for $12K versus a $6M estimate.

[MAV | AI Systems @mavrick_sys]

Engineers are impressed they can use Codex or Claude to ship in an afternoon what used to take months.
Stakeholders just expect 10x more now.
AI has permanently raised the baseline. Adapt .

[MAV | AI Systems @mavrick_sys]

@CharlieCheesma1 Exactly, Open router and Stripe has more in common in term of positioning than most people realize , especially after

https://t.co/2GpXvUmdW4

[MAV | AI Systems @mavrick_sys]

@Upwork https://t.co/cGMK2DeLko

[MAV | AI Systems @mavrick_sys]

Stanford University. Production AI system. Shipped. 🎓

This is what I love about @Upwork , enterprise and Fortune 500 access, from anywhere in the world.

Most AI projects die between the demo and production. I wrote down some notes what it takes to cross that gap, inspired by this contract. Notes below 👇

Building a production system? Let's chat.

[MAV | AI Systems @mavrick_sys]

@business A variation of this idea already exist -> https://t.co/isNk2mHxcj

[MAV | AI Systems @mavrick_sys]

@toolfolio Not bad for a first version, they're catching up

[MAV | AI Systems @mavrick_sys]

@jon_stokes Everything eventually becomes verifiable once you anchor it to a desired outcome.

[QClay Design @qclay_design]

🎄

[MAV | AI Systems @mavrick_sys]

@dreamingtulpa impressive indeed

[MAV | AI Systems @mavrick_sys]

@MatthewBerman interesting..

[QClay Design @qclay_design]

Crypto Staking Landing Page

[QClay Design @qclay_design]

On the landing page, each feature is presented visually, allowing users to understand how Ithaca can transform their financial landscape.

[QClay Design @qclay_design]

Dropify Landing Page

[MAV | AI Systems @mavrick_sys]

@Rothmus 😆😆

[MAV | AI Systems @mavrick_sys]

@aestheticsguyy One of the best games 🔥

[Words of Wise | Mindset Coach @Wordofwise_]

This video will change your life

[Punyapal Shah @MrPunyapal]

1 billion downloads of dead language 👀 #PHP