The latest articles on DEV Community by Yasovardan Ram.Y (@yasovardanram). https://dev.to/yasovardanram https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3822094%2Fbcacaacd-1f78-43b3-8367-3c120fc9cc95.png https://dev.to/yasovardanram en Yasovardan Ram.Y Sun, 19 Jul 2026 16:35:37 +0000 https://dev.to/yasovardanram/a-desktop-application-for-building-and-training-neural-networks-from-scratch-powered-by-a-custom-3gpg https://dev.to/yasovardanram/a-desktop-application-for-building-and-training-neural-networks-from-scratch-powered-by-a-custom-3gpg <p>I m high school student who was curious abt how an autograd engine works when watching Andrej Karapthy build Micrograd.</p> <p>It started as a small project just trying to recreate micrograd but soon i got curious and added many more feature like 6 different activation function and 2 loss function and made really good ui. I know this isn't meant to replace PyTorch or TensorFlow it's purely an educational project to help me understand how things work under the hood.</p> <p>I have made an exe file for it for easier access to the app .I would like to get suggestions and improvements that i could implement in this app. Well I'm still learning python and I'm nowhere nearly as good but this project helped me learn more abt machine learning OOPs and other python concepts.<br> If u like the project do star it...<br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F11qdz393ammznhgeojcz.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F11qdz393ammznhgeojcz.png" alt=" " width="800" height="503"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcrg3ydn14xbwezmqnac7.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fcrg3ydn14xbwezmqnac7.png" alt=" " width="800" height="872"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgy21y7pq2umdjsc271me.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fgy21y7pq2umdjsc271me.png" alt=" " width="800" height="864"></a><br> <a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp48owdzz454e66kf1kij.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fp48owdzz454e66kf1kij.png" alt=" " width="800" height="305"></a></p> <p><a href="https://github.com/Yasovardan-Ram/Omnigrad%5B%5D(url)" rel="noopener noreferrer">https://github.com/Yasovardan-Ram/Omnigrad[](url)</a></p> Yasovardan Ram.Y Tue, 02 Jun 2026 15:11:58 +0000 https://dev.to/yasovardanram/-58i8 https://dev.to/yasovardanram/-58i8 <div class="ltag__link--embedded"> <div class="crayons-story "> <a href="https://dev.to/yasovardanram/i-have-made-multi-state-rgb-qr-code-391j" class="crayons-story__hidden-navigation-link">I Have made multi state RGB QR code</a> <div class="crayons-story__body crayons-story__body-full_post"> <div class="crayons-story__top"> <div class="crayons-story__meta"> <div class="crayons-story__author-pic"> <a href="/yasovardanram" class="crayons-avatar crayons-avatar--l "> <img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3822094%2Fbcacaacd-1f78-43b3-8367-3c120fc9cc95.png" alt="yasovardanram profile" class="crayons-avatar__image"> </a> </div> <div> <div> <a href="/yasovardanram" class="crayons-story__secondary fw-medium m:hidden"> Yasovardan Ram.Y </a> <div class="profile-preview-card relative mb-4 s:mb-0 fw-medium hidden m:inline-block"> Yasovardan Ram.Y <div id="story-author-preview-content-3802795" class="profile-preview-card__content crayons-dropdown branded-7 p-4 pt-0"> <div class="gap-4 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href="https://dev.to/yasovardanram/i-have-made-multi-state-rgb-qr-code-391j" id="article-link-3802795"> I Have made multi state RGB QR code </a> </h2> <div class="crayons-story__tags"> <a class="crayons-tag crayons-tag--filled " href="/t/showdev"><span class="crayons-tag__prefix">#</span>showdev</a> <a class="crayons-tag crayons-tag--monochrome " href="/t/algorithms"><span class="crayons-tag__prefix">#</span>algorithms</a> <a class="crayons-tag crayons-tag--monochrome " href="/t/computerscience"><span class="crayons-tag__prefix">#</span>computerscience</a> <a class="crayons-tag crayons-tag--monochrome " href="/t/sideprojects"><span class="crayons-tag__prefix">#</span>sideprojects</a> </div> <div class="crayons-story__bottom"> <div class="crayons-story__details"> <a href="https://dev.to/yasovardanram/i-have-made-multi-state-rgb-qr-code-391j" class="crayons-btn crayons-btn--s crayons-btn--ghost crayons-btn--icon-left"> <div class="multiple_reactions_aggregate"> <span 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<div class="crayons-story__save"> <small class="crayons-story__tertiary fs-xs mr-2"> 1 min read </small> <span class="bm-initial crayons-icon c-btn__icon"> </span> <span class="bm-success crayons-icon c-btn__icon"> </span> </div> </div> </div> </div> </div> </div> Yasovardan Ram.Y Tue, 02 Jun 2026 11:36:19 +0000 https://dev.to/yasovardanram/i-have-made-multi-state-rgb-qr-code-391j https://dev.to/yasovardanram/i-have-made-multi-state-rgb-qr-code-391j <p>An experimental color-based QR-like encoding system using multistate RGB modules for higher-density visual data storage. </p> <div class="crayons-card c-embed text-styles text-styles--secondary"> <div class="c-embed__content"> <div class="c-embed__cover"> <a href="https://github.com/Yasovardan-Ram" class="c-link align-middle" rel="noopener noreferrer"> <img alt="" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Favatars.githubusercontent.com%2Fu%2F267900617%3Fv%3D4%3Fs%3D400" height="460" class="m-0" width="460"> </a> </div> <div class="c-embed__body"> <h2 class="fs-xl lh-tight"> <a href="https://github.com/Yasovardan-Ram" rel="noopener noreferrer" class="c-link"> Yasovardan-Ram (Yasovardan Ram.Y) · GitHub </a> </h2> <p class="truncate-at-3"> Programmer. Yasovardan-Ram has one repository available. Follow their code on GitHub. </p> <div class="color-secondary fs-s flex items-center"> <img alt="favicon" class="c-embed__favicon m-0 mr-2 radius-0" src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fgithub.githubassets.com%2Ffavicons%2Ffavicon.svg" width="32" height="32"> github.com </div> </div> </div> </div> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6r9hjfvwn8uwd295htw1.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F6r9hjfvwn8uwd295htw1.png" alt=" " width="800" height="545"></a></p> algorithms computerscience showdev sideprojects Yasovardan Ram.Y Wed, 27 May 2026 18:08:27 +0000 https://dev.to/yasovardanram/spectrum-qr-3dn2 https://dev.to/yasovardanram/spectrum-qr-3dn2 <p>I built an experimental color-based QR-like encoder using NumPy and PIL.Instead of binary black-and-white modules, the system uses RGB color states to store multiple bit combinations.Currently supports PNG-based encoding/decoding. OpenCV live scanning and error correction are planned next.</p> <p><a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fssu5vnz3htapi8m83svq.png" class="article-body-image-wrapper"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fssu5vnz3htapi8m83svq.png" alt=" " width="800" height="545"></a></p> <p>More about the app on :- <a href="https://github.com/Yasovardan-Ram/Spectrum-QR" rel="noopener noreferrer">https://github.com/Yasovardan-Ram/Spectrum-QR</a></p> opensource python showdev sideprojects