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https://github.com/mr-ravin/mr-ravin

Ravin Kumar: A curious person ๐Ÿ™‚ blessed ๐Ÿ˜‡ to see life as an artist ๐ŸŽจ, engineer ๐ŸŽ“, researcher ๐Ÿค–, inventor โš™๏ธ, economist ๐Ÿ“ˆ, poet ๐Ÿ“, ethical hacker ๐Ÿ‘พ , mathematician ๐ŸŽฒ, game developer ๐ŸŽฎ, author ๐Ÿ“˜, writer โœ๏ธ, traveler โ„๏ธ๐ŸŒฟ๐ŸŒต๐ŸŒŠ๐Ÿชโ›ฐ๏ธโ›ต๐Ÿ๏ธ๐ŸŒ๐ŸŒ๐ŸŒŽ
https://github.com/mr-ravin/mr-ravin

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Ravin Kumar: A curious person ๐Ÿ™‚ blessed ๐Ÿ˜‡ to see life as an artist ๐ŸŽจ, engineer ๐ŸŽ“, researcher ๐Ÿค–, inventor โš™๏ธ, economist ๐Ÿ“ˆ, poet ๐Ÿ“, ethical hacker ๐Ÿ‘พ , mathematician ๐ŸŽฒ, game developer ๐ŸŽฎ, author ๐Ÿ“˜, writer โœ๏ธ, traveler โ„๏ธ๐ŸŒฟ๐ŸŒต๐ŸŒŠ๐Ÿชโ›ฐ๏ธโ›ต๐Ÿ๏ธ๐ŸŒ๐ŸŒ๐ŸŒŽ

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[![Research Works](https://github.com/mr-ravin/mr-ravin/blob/main/APTxNeuron_and_ABR_Theorem_cover.png)](https://orcid.org/0000-0002-3416-2679)

Hi, I am Ravin ๐Ÿ‘‹

A curious person ๐Ÿ™‚ blessed ๐Ÿ˜‡ to see life as an [artist](https://mr-ravin.github.io/artistravin) ๐ŸŽจ, [engineer](https://github.com/mr-ravin) ๐ŸŽ“, [researcher](https://orcid.org/0000-0002-3416-2679) ๐Ÿค–, [inventor](https://mr-ravin.github.io/inventor) โš™๏ธ, [economist](https://mr-ravin.github.io/economist) ๐Ÿ“ˆ, [poet](https://mr-ravin.github.io/poet) ๐Ÿ“, [ethical hacker](https://mr-ravin.github.io/hacker) ๐Ÿ‘พ
, [mathematician](https://mr-ravin.github.io/mathematician) ๐ŸŽฒ, [game developer](https://mr-ravin.github.io/gamedev) ๐ŸŽฎ, [author](https://mr-ravin.github.io/author) ๐Ÿ“˜, [writer](https://mr-ravin.github.io/RavinWritings) โœ๏ธ, traveler โ„๏ธ๐ŸŒฟ๐ŸŒต๐ŸŒŠ๐Ÿชโ›ฐ๏ธโ›ต๐Ÿ๏ธ๐ŸŒ๐ŸŒ๐ŸŒŽ

He is the author of the books ๐Ÿ“˜ "[The Engineerโ€™s Plan](https://mr-ravin.github.io/author)", and "[Philosophy of the Trident](https://mr-ravin.github.io/author)"; and runs a youtube channel โ–ถ๏ธ "[Code Beings](https://youtube.com/@codebeings)" focused on computer programming.

Some of his achievements are mentioned below:
- ๐Ÿ“˜ Author of the book: [The Engineer's Plan](https://mr-ravin.github.io/author).
- ๐Ÿ“˜ Author of the book: [Philosophy of the Trident](https://mr-ravin.github.io/author).
- โ–ถ๏ธ Youtube Channel: [Code Beings](https://youtube.com/@codebeings).
- ๐Ÿ‘จโ€๐Ÿ’ป Creator of [Embrace Language](http://copyright.gov.in/SearchRoc.aspx), Diary Number: 6/2018-CO/SW.
- โš™๏ธ Patented Inventions:
- [x] [ARTIFICIAL INTELLIGENCE ENABLED AUTOMATED SYSTEM FOR TARGETED CONTENT ON DISPLAY DEVICES](https://mr-ravin.github.io/inventor/static/media/PatentCertificateAdvertise.20247443d594bd164549.pdf).
- [x] [A PORTABLE DATA STORAGE DEVICE FOR SECURED DATA SYNCHRONIZATION AND ITS METHOD THEREOF](https://mr-ravin.github.io/inventor/static/media/PatentCertificateStorageDevice.fa3d048e457c160e6eef.pdf).
- ๐Ÿ”ฌ Research Works done in various fields:
- ๐Ÿค– Deep Learning and Artificial Intelligence
- [APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation](https://arxiv.org/abs/2507.14270).
- [APTx: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning](https://arxiv.org/abs/2209.06119).

- [Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs](https://doi.org/10.1007/s42979-020-0101-1).
- [Visual Linguistic Model and Its Applications in Image Captioning](https://doi.org/10.1007/s42979-020-00135-w).
- [Adding Binary Search Connections to Improve DenseNet Performance](https://doi.org/10.2139/ssrn.3545071).

- [New Approach to Train LSTMs, GRUs, and Other Similar Networks for Data Generation](https://doi.org/10.1007/978-981-15-1718-1_14).
- โš› Quantum Computing
- [A Generalized Quantum Algorithm for Assuring Fairness in Random Selection Among 2N Participants](https://doi.org/10.1007/s42979-020-0091-z).
- ๐Ÿ’ป Algorithm Design and Operating System
- [Cyclic Scheduling Algorithm](https://link.springer.com/chapter/10.1007%2F978-981-13-5953-8_38).
- [Modified Counting Sort](https://link.springer.com/chapter/10.1007%2F978-981-10-7323-6_21).
- ๐Ÿ“ Mathematics
- [Adaptive Base Representation Theorem: An Alternative to Binary Number System](https://arxiv.org/abs/2510.15099).

- [A Theorem on Numbers of the Form 10x](https://mr-ravin.github.io/mathematician/static/media/A_Theorem_on_Numbers_of_the_Form_10%5Ex.81d467c69abaacb62887.pdf).
- [Theorems for Arcs of Different Circles having Same Arc-Angles with Application in Concave and Convex Structures](https://mr-ravin.github.io/mathematician/static/media/TheoremsForArcsOfDifferentCircles.3d3f1b808d7cc9312931.pdf).
- ๐Ÿ’ฐ Theoretical Economics
- The Economics of Sovereignty: Phased Virtual Currency and Coalition Reserve Entity.
- [Addictive auctions: using lucky-draw and gambling addiction to increase participation during auctioning](https://mr-ravin.github.io/economist/static/media/AddictiveAuctions.fea57be7e7d2c2b61478.pdf).
- ๐ŸŽฎ Indie-Game Developer:
- [x] [Rotation Wars 2](https://github.com/mr-ravin/rotationwars2): An open-source, minimalistic multiplayer game built with **Unity3D** for [Android](https://play.google.com/store/apps/details?id=ravin.developer.rotationwars2), Linux, and [Web Browser](https://ravinkumar.itch.io/rotationwars2). Players battle on a dynamically rotating platform, pushing and maneuvering to stay on while knocking opponents off. The last player standing wins.
- ๐Ÿ‘พ Ethical Hacking:
- Developed and copyrighted two Computer ransomwares (and their antivirus)
- [Crypto Ransomware- Computer Virus (Ransomware) And Its Antivirus](http://copyright.gov.in/SearchRoc.aspx), Diary number: 3512/2016-CO/SW. A Java-based cryptographic file-encryption program with a built-in recovery component, developed for academic cybersecurity research.
- [Cryptbits: Computer Ransomware and its reversal code](http://copyright.gov.in/SearchRoc.aspx), Diary number: 6429/2020-CO/SW. A Java-based cryptographic file-encryption program with a corresponding recovery mechanism, developed as part of academic cybersecurity research.
- ๐Ÿ“ฑ Android Apps
- [FileCrypt](https://github.com/mr-ravin/filecrypt): Opensource android application able to perform AES-128 bit on-device encryption on all types of files.
- [EnText](https://github.com/mr-ravin/EnText): Opensource text encryption tool for android using AES-128 bit encryption.
- [Password Manager - Cybersecure](https://github.com/mr-ravin/PasswordManager-CyberSecure-Android-App): This opensource application stores all of its data in a 256 bit encrypted format on the device itself, thus it works completely offline.
- [Confi Book - an encrypted book](https://github.com/mr-ravin/ConfiBook-Android-App): This opensource application stores all of its data entries in a 256 bit encrypted format on the device itself, thus it works completely offline.
- ๐Ÿ Python Packages:
- โšก [APTx Neuron](https://github.com/mr-ravin/aptx_neuron): A Pytorch implementation of **APTx Neuron**: A Unified Trainable Neuron Architecture Integrating Activation and Computation. pip package: `pip install aptx_neuron`
- โšก [APTx Activation Function](https://github.com/mr-ravin/aptx_activation): A Pytorch implementation of **APTx**: Better Activation Function than MISH, SWISH, and ReLU's Variants used in Deep Learning. pip package: `pip install aptx_activation`
- ๐Ÿง  [Cerebral LSTM](https://github.com/mr-ravin/cerebral_lstm): A PyTorch implementation of **Cerebral LSTM**: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs. pip package: `pip install cerebral_lstm`
- ๐Ÿค– [Auto MLflow](https://github.com/mr-ravin/auto_mlflow): Auto MLFlow is an open-source **automated MLOps library for MLFlow** in Python. While MLFlow provides a UI for tracking experiments, Auto MLFlow automates and simplifies the logging process, reducing manual effort and ensuring seamless integration with ML workflows. pip package: `pip install auto_mlflow`
- ๐Ÿงฌ [BinGenetic](https://github.com/mr-ravin/BinGenetic): BinGenetic is a lightweight Python library that enables seamless **conversion between binary data and genetic sequences (DNA or RNA)**, facilitating research in DNA data storage and bioinformatics. pip package: `pip install bingenetic`
- ๐Ÿš€ [Ravdec](https://github.com/mr-ravin/ravdec): Ravdec is a Python module implementing a **lossless data compression** algorithm designed by [Ravin Kumar](https://mr-ravin.github.io). This algorithm is designed exclusively for **textual data**, including **alphabets, numbers, and symbols**. The algorithm is available in Python as pip package: `pip install ravdec` and in Javascript as npm package: `npm i ravdecjs`. Github for Python implementation: [Ravdec](https://github.com/mr-ravin/ravdec) and Javascript implementation: [RavdecJS](https://www.npmjs.com/package/ravdecjs).
- ๐Ÿ’ผ Working experience in product-focused startups in the field of Deep Learning, Machine Learning, Computer Vision, and Natural Language Processing.
- ๐Ÿ“ Poetry & Reflections:
- [Not A Play](https://mr-ravin.github.io/poet).
- [To be](https://mr-ravin.github.io/poet).
- [The devil's rule](https://mr-ravin.github.io/poet).
- [A Journey](https://mr-ravin.github.io/poet).
- ๐Ÿ“ƒ Ravin Writings:
- [The River Between Us: Because Even Rivers Choose Love](https://mr-ravin.github.io/The_River_Between_Us__by_Ravin_Kumar.pdf).
- [เค†เค–เคผเคฟเคฐเฅ€ เคนเคฟเคฎเฅเคฎเคค (Aakhiri Himmat)](https://mr-ravin.github.io/Aakhiri_Himmat.pdf).
- [เคฌเคธ เค‡เค‚เคธเคพเคจ (Bas Insaan)](https://mr-ravin.github.io/Bas_Insaan.pdf).
- ๐ŸŽจ Art & Expression:
- [Artist's Portfolio](https://mr-ravin.github.io/artistravin).

All these experiences have given him a broader view of life, and help understand the world better. ๐Ÿคฉ Excited to know more, do visit his personal website: [RAVIN KUMAR](https://mr-ravin.github.io).

----

##### Social Media Profiles:
- Code and Content: [Github](http://github.com/mr-ravin), [Goodreads](https://www.goodreads.com/ravinkumar21), [Medium](https://medium.com/@ch.ravinkumar), [Youtube: CodeBeings](https://www.youtube.com/@CodeBeings).
- Social Media: [Linkedin](https://www.linkedin.com/in/ravinkumar21), [Twitter](https://twitter.com/Mr_RavinKumar), [Instagram](https://www.instagram.com/ch.ravinkumar), [Facebook](https://www.facebook.com/ravinkumar21), [Reddit](https://www.reddit.com/user/TheMatrixGods).
- Research: [Research Gate](https://www.researchgate.net/profile/Ravin-Kumar), [Orcid](https://orcid.org/0000-0002-3416-2679), [Google Scholar](https://scholar.google.co.in/citations?user=cNAbJxcAAAAJ).