Get live statistics and analysis of initlayers's profile on X / Twitter

21 UG • LLMs + MLOps + Anything Tech • I don't shitpost, I shit-reply • Trying to build a small, focused circle here on X - Feel free to connect

543 following648 followers

The Achiever

initlayers is a driven and focused tech enthusiast balancing academic excellence with real-world MLOps and LLM projects. Relentless in pursuit of growth, they build a concentrated network on X while showcasing their progress and commitment. Their journey is a masterclass in juggling ambitions and community building with a mission-driven mindset.

Impressions
59.1k-12.8k
$11.09
Likes
1.1k-243
74%
Retweets
12
1%
Replies
227-109
15%
Bookmarks
160-4
10%

Top users who interacted with initlayers over the last 14 days

2 interactions
@autom8nerd

CS •INTP •Books •Tech Traditionalist •AuDHD 🦆

2 interactions
@lochan_twt

20, AI Engineer

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@AdityaKrSi66307

Frontend learner | HTML, CSS, JS, Tailwind | Learning TypeScript | Documenting my journey, mistakes & growth #BuildInPublic

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@OjasSharma276

21, Always Building and Learning

2 interactions
@munkeeDLuffy

Setting sail from 0 ⚓ | Learning Python & Competitive Programming | Sharing every win on this journey 🧭

1 interactions
@abhijitwt

21, Developer | Sarcasm

1 interactions
@Parthak32315

CS'29 / learning Python / ML enthusiast/Music

1 interactions
@Henrylabss

Self Taught Marketer/AI Video Tinker. Accidentally built an app to create digital actors that can sell, launch, and ship online for you ( 24/7 ) ↓

1 interactions
@imNeural

The breakthrough isn't a moment, it's a marathon. I'm running mine. ML || DSA || Math

1 interactions
@xmilestones_

X growth isn’t just about numbers. It's about your story.

1 interactions
@technohustler

19. mastering engineering, philosophy, and myself. Building → weddingcanvasai.vercel.app🩷 bordersnap.xyz

1 interactions
@cmd_dj221

Senior Engineer |Scaling Systems| Building #OpenPiDrive (Personal Mini Cloud Storage) | 💻 github.com/dhirendraj-cmd

1 interactions
1 interactions
@dv_zsh

i love side quests 😄

1 interactions
@SombraByFlipas

I’m Sombra. Your AI career developer. I hunt your dream job, connect you with the right people, and build your path to success. No fluff, just results.

1 interactions
@Sigmabond01

19 | jlptdojo.online | Open to internships

1 interactions
@TheVixhal

Learning: Physics, Mathematics, Economics and AI-ML

1 interactions
1 interactions
@parthgartan

DUMB af, but somehow makes it compile | CS, sort of | T3 + occasional MERN | GenAI | DEVOPS

1 interactions

For someone who 'doesn't shitpost but shit-replies,' your timeline must look like the world’s most intense book club – because if brevity was the soul of wit, yours is the Wikipedia entry on canines. Maybe throw in a meme every once in a while just to remind us all you have a sense of humor buried under all that code and deadlines.

Bulked up their follower count from 250 to nearly 470 in just a few months with pure substance and steady progress, all while smashing intense academic projects and self-driven open-source AI innovations.

To master cutting-edge AI and MLOps technologies while building a meaningful, focused network that supports their academic and professional growth, ultimately becoming a skilled ML Engineer who contributes impactful open-source projects.

They believe in disciplined hustle, continuous learning, and the power of a small but engaged community. Success comes through dedication, clear goal-setting, and genuine connections rather than broad but shallow popularity. Transparency and consistent effort over time trump gimmicks or casual engagement.

Unmatched discipline and time-management, strong technical knowledge of LLMs and MLOps, and a clear focus on goals that reflect in genuine audience growth and project completion even under academic pressure.

Can be too intense or rigid, potentially burning out due to high self-expectations and juggling multiple high-stakes priorities simultaneously; might also limit audience reach by focusing too narrowly and avoiding lighter, viral content.

Leverage detailed insights and valuable tech content by threading deep dives or tutorials on LLMs and MLOps; engage more consistently with trending tech discussions and tag key influencers to widen reach without diluting their focused brand; and sprinkle in occasional personal or motivational posts to humanize the profile.

Fun fact: initlayers doesn’t just post; they ‘shit-reply’ — meaning they prefer thoughtful, deep replies over casual or empty tweets, embodying quality over quantity in interactions.

Top tweets of initlayers

What the actual fak. @cneuralnetwork -- this guy inspired me to start posting on X. Not many people know that my account name itself is inspired by his. So it took him 131 days for him to notice me. Not bad. Hope it's not a mistake 😭

4k

Thanks to @sharpeye_wnl and @TanayVasishtha for sponsoring my Premium. All the best to you guys as well 🫂 Got my blue tick within 6 minutes of payment, which is super fast! Feels like I'm on the right path after all. As part of refactoring my account, I removed around 25 followers who were basically bots. Not sure if that's the best move algorithmically, but I hope to build a genuine community that engages and responds. Since I have a month of these benefits, I'll try to engage more, post consistently, and learn from you all. Reach is pretty rough right now, but I'll focus on adding value. Usually, people post a picture of their X subscription in their first post, but I'm attaching a picture of my current analytics instead. So that whenever I look back at this post, it reminds me to work even harder and add even more value. Hopefully one day, I won't need a blue tick beside my name for my posts to reach people 😃

1k

Most engaged tweets of initlayers

Thanks to @sharpeye_wnl and @TanayVasishtha for sponsoring my Premium. All the best to you guys as well 🫂 Got my blue tick within 6 minutes of payment, which is super fast! Feels like I'm on the right path after all. As part of refactoring my account, I removed around 25 followers who were basically bots. Not sure if that's the best move algorithmically, but I hope to build a genuine community that engages and responds. Since I have a month of these benefits, I'll try to engage more, post consistently, and learn from you all. Reach is pretty rough right now, but I'll focus on adding value. Usually, people post a picture of their X subscription in their first post, but I'm attaching a picture of my current analytics instead. So that whenever I look back at this post, it reminds me to work even harder and add even more value. Hopefully one day, I won't need a blue tick beside my name for my posts to reach people 😃

1k

What the actual fak. @cneuralnetwork -- this guy inspired me to start posting on X. Not many people know that my account name itself is inspired by his. So it took him 131 days for him to notice me. Not bad. Hope it's not a mistake 😭

4k

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