Manoj Sai Vardhan
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NIT DGP CS'26
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I think I am cursed with the ability to jinx my words, so let me try some manifestation to make my curse a blessing 👀?
Minimax H3 Max has generates video faster than you can watch it so I hooked it to a twitch livestream! Now you can watch infinite interdimensional cable - link to the stream below
The WebMCP Challenge is here.
We’ve teamed up with @ChromiumDev, @CloudflareDev, @ShopifyDevs, @vercel, @render, and @Netlify for a 10-day hackathon.
Up for grabs: $35,000 in cash prizes, Codex Micros, ChatGPT Pro subscriptions, and more prizes from our supporters.
Uploaded a dataset of 115,293 illustrated pages from the Encyclopaedia Britannica, 1st edition (1768) to 14th (1929) to the Hub
https://t.co/xrVwV8BNyE
This might be one of the best Deep Learning playlists for serious learners.
It’s MiniTorch by Sasha Rush.
You build a small Torch-like framework yourself and learn what sits underneath the APIs we normally call without thinking much about them.
The playlist covers:
➡️ Numerical derivatives
➡️ Autodifferentiation
➡️ Computation graphs
➡️ Chain rule
➡️ Backpropagation
➡️ Neural networks
➡️ Tensors
➡️ Tensor functions
➡️ Shapes
➡️ Gradients
➡️ Tensor puzzles
➡️ GPU puzzles
The full MiniTorch course goes further into broadcasting, parallel tensor operations, matrix multiplication, CUDA, convolutions, pooling, softmax, dropout, CNNs, MNIST and sentiment classification.
You’re also writing the implementation, running tests and debugging it as you go. That is what makes this useful.
MiniTorch was developed for the Machine Learning Engineering course at Cornell Tech.
If you already know some Python and want to build stronger Deep Learning fundamentals, save this one.
[ Playlist and GitHub in comments ]
My fav new skill is this illustrations skill by @ianneo_ai, really opened my mind on much you can push AI to do something truly unique and non-slopy with the right guidance. AI slop is just a process issue.
https://t.co/PCbcHQAzag
Some other variants that I ended up not using:
🚨 Freshers + interns job sheet 19 Aug 2026
I curated a list of remote opportunities from companies hiring globally including roles suitable for freshers and early-career candidates.
No relocation.
No “3 years experience” nonsense.
Just find a role → check eligibility → apply.
👇 Freshers, this sheet is for you.
https://t.co/i475mbvGaW
https://t.co/Tv9Sv91WTc
[프롬프트]
Create a high-end minimalist design poster based on the uploaded photo. Use a 3:4 vertical format. For landscape photos, divide the composition horizontally into equal 50:50 sections. For portrait photos, divide it vertically into approximately equal left and right sections.
In the photo section, preserve the original image, including the subject’s form, proportions, realistic textures, natural lighting and shadows, original colors, and overall atmosphere. Apply only subtle professional color grading to create the refined look of contemporary art photography. If the frame needs to be extended, naturally expand only the sky, ground, or surrounding environment. Do not distort or alter the subject.
In the graphic section, reinterpret the subject’s most recognizable silhouette and structure as a simplified abstract composition. Use clean geometric forms, flat color blocks, fine lines, and generous negative space. Avoid realistic illustration and intricate details. The result should feel abstract yet remain instantly recognizable, using a color palette extracted from the original photo.
Use a light neutral background such as beige or ivory, with generous margins and a balanced central composition. If appropriate, add only minimal typography, such as a short English title and year.
The overall direction should reflect high-end minimalist editorial design, contemporary art exhibition posters, architectural graphic design, understated luxury, museum-quality art direction, refined typography, and generous negative space.
Avoid template-like layouts, low-quality commercial design, cartoon styles, 3D rendering, excessive decoration, gradients, neon effects, overly complex illustrations, and any distortion of the subject.
Andrej Karpathy revealed what survives after prompting
"Prompting is fading away
Delete everything else and keep the graph"
In a 1-hour lecture, he explains how to build graphs and why they are the layer everything ends up becoming
LLMs → Prompts → Agents → Graphs
Most people are still trying to perfect prompts
The graph is the part that survives
Everything before it is just a step in the process
This free lecture is worth more than most $500 graph engineering courses
Watch it today
Then read the full guide on graphs below
Visa sponsorship + Remote jobs + Freshly funded startups:
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Japan Tech Visa Sponsorship
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150 Remote Companies Hiring
https://t.co/AeykzYnjRs
100% Remote Hiring Companies
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400+ San Francisco Bay Area companies
https://t.co/uLmPgvUNrl
1500+ Recent Funding Startups
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Indian Startups Freshers DS/ML/AI Hiring 2026
https://t.co/UB4KxiIKpX
Indian Robotics Startups Database
https://t.co/kzj5SWYMU2
1300+ Hidden Companies Hiring List
https://t.co/PTZT3ccqlo
Bookmark it.
Repost it to help others.
Share with your friends.
You've read the 12 principles of animation a hundred times. Raphael made a version you can actually feel.
Bookmarking this forever 👇
https://t.co/7gRkAP7IpK
Lately, I've been learning the craft and creativity of design.
I put all that learning into redesigning my personal website.
It brings together my interests across different parts of my life.
🔗 https://t.co/ig4OMIpao2
The landing page draws heavily from @itsjackiehu's work, and the reading section uses @MajmudarAdam's bookshelf
Built entirely using Fable 5 in Claude Design