Senior Machine Learning Engineer in FinTech | Python, K8s, Spark, Distributed Systems | MSCS @GeorgiaTech '23 🐝 | Opinions are my own

Joined January 2020
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I spent weeks confused by Claude Code's feature ecosystem. Skills? Subagents? Plugins? Commands? Agent Teams? The mental model that finally made it click: Skills are knowledge. Subagents and Agent Teams are workers. Plugins are how you package and share all of it. Wrote the article I wish I had from the start. tinyurl.com/3xv324m5
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Most people still use AI the way they did in the ChatGPT era. Type a question. Get an answer. Copy-paste it somewhere. That's how it worked when ChatGPT came out in 2022, and most people haven't updated their mental model since. Starting in 2024, we entered the agentic AI era. Tools stopped just answering questions and started doing work. Claude Code is at the center of that shift. It's an agent that reads your files, runs commands, makes decisions, and operates inside your actual codebase. Even out of the box, it's powerful. @bcherny, the person who built it, has said his own setup is "surprisingly vanilla." But there's a gap between "it works" and "it works the way I want." Without the right habits, you end up generating "AI slop" you'll eventually rewrite anyway. I learned that the hard way. So I built a simple two-part framework: compounding habits you set up once that make every session smarter, and session habits that keep each task on track. If you want to get reliable, quality output from Claude Code, this one is for you. Link in comments. 👇
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I often catch myself typing full English sentences into a terminal, forgetting I'm not talking to an LLM
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Hot take: the era of dual monitors and ultrawide setups is ending. Agentic AI handles the multitasking now, so what's the point of having massive screens anymore? You just need one clean screen to supervise it. Get yourself a single 27 inch monitor and call it a day.
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Claude Code is coming for your job
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Dropping $600 on Mac mini just to setup OpenClaw is a rookie move. Especially if you're just experimenting. Just use a cloud server instead. Tons of cloud providers offering free credits right now
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I've been using AI Agents (Claude code Windsurf) every day for the past 3 months as a Senior MLOps Engineer. I thought I would be working less with these tools. Turns out I'm working harder than ever before. I'm producing 5x output, it has become addicting.
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Dean retweeted
I was someone who through my 20s wasn't even sure if I wanted kids. Work was my passion and I enjoyed it deeply. I filled up two passports. I did well financially. And yet, it's incomparable to the joy and purpose having children has given me. Like, not even close. Its crazy.
It's probably just my feed, but I see a lot of talk about getting married and having kids. Looking back at my life, career vs kids. There is no competition, family is the best. I was raised to basically get married young and have kids. Growing up (in CA) that was not generally accepted and people thought it was strange and often had critical views towards it. All I can say now is that I'm so happy I got married and had kids in my twenties. I recognize everyone is different. But if you can, I recommend it. Of course marriage is hard. Of course kids are hard. And it's expensive. But if you can find someone you love, be truly dedicated to each other, and put everything in it, the rewards are so great. Like anything good, it's hard work.
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8 Nov 2024
I don’t see tech twitter on my feed anymore. Does it still exist? All I see is politics.
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Dean retweeted
55.5k followers is crazy I made this account as a joke F it….i am gonna raffle off a vintage Rolex datejust because I love you all and I’m a little tipsy Get this post to 5,500 Likes ReTweets Comments And it’s a done deal 🤝 Rules are as follows: 1) comment or tag your fav watch brand, like, and follow to qualify 2) retweet illl count you twice 3) free shipping in the USA ONLY *P.S I’m gona raffle it off anyway if we don’t hit those numbers yall are family
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21 Feb 2024
Unpopular opinion: Notion is the worst note-taking app I've ever used. It's overcomplicated and too much of a time sink to learn
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21 Jan 2024
The books I'm reading for the next month...attempting to learn the latest and greatest design patterns in MLOps and Python OOP
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