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Muhammed Shafin P

An programming and computer liking normal person

NDM-TCP LKM: Neural Differential Manifolds for TCP Congestion Control

NDM-TCP LKM: Neural Differential Manifolds for TCP Congestion Control

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13 min read

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NDM-TCP: Zero-Training Performance Analysis

NDM-TCP: Zero-Training Performance Analysis

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7 min read
NDM-TCP vs TCP Cubic vs TCP Reno: High-Performance Fiber/Broadband Network Test

NDM-TCP vs TCP Cubic vs TCP Reno: High-Performance Fiber/Broadband Network Test

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5 min read
NDM-TCP vs TCP Cubic vs TCP Reno: Urban LTE/4G Network Performance Test

NDM-TCP vs TCP Cubic vs TCP Reno: Urban LTE/4G Network Performance Test

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5 min read
Stress-Testing NDM-TCP vs Cubic vs Reno; Stability in Extreme Network Environments

Stress-Testing NDM-TCP vs Cubic vs Reno; Stability in Extreme Network Environments

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4 min read
The Future of Networking: Neural Differential Manifolds and the Rise of NDM-TCP

The Future of Networking: Neural Differential Manifolds and the Rise of NDM-TCP

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3 min read
Reducing User-Side Deanonymization in Tor: Usage-Level Safety by Design

Reducing User-Side Deanonymization in Tor: Usage-Level Safety by Design

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16 min read
ConfigLang: A Lightweight Configuration Language for Modern Applications

ConfigLang: A Lightweight Configuration Language for Modern Applications

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5 min read
Argophor: A Developer-Friendly Linux App Detection & Installation Toolkit

Argophor: A Developer-Friendly Linux App Detection & Installation Toolkit

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2 min read
How Neural Networks Are Revolutionizing TCP Congestion Control: The NDM-TCP Story

How Neural Networks Are Revolutionizing TCP Congestion Control: The NDM-TCP Story

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9 min read
Achieving Full Stability in Crippled Drone Flight

Achieving Full Stability in Crippled Drone Flight

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2 min read
KAYAP: Hardening Drone Stability via Neural Differential Manifolds

KAYAP: Hardening Drone Stability via Neural Differential Manifolds

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2 min read
Beyond Robotics: The "Crazy" Experimental Spaces of NDM

Beyond Robotics: The "Crazy" Experimental Spaces of NDM

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2 min read
Beyond Momentum: The Future of Neural Differential Manifolds in Robotics

Beyond Momentum: The Future of Neural Differential Manifolds in Robotics

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2 min read
Neural Differential Manifolds in Robotics: Real-Time Learning Without Retraining

Neural Differential Manifolds in Robotics: Real-Time Learning Without Retraining

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7 min read
Evolution of Neuroplasticity: Introducing NDM-Momentum

Evolution of Neuroplasticity: Introducing NDM-Momentum

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1 min read
Sparse-Stream Memory Networks: The Next Evolution in Efficient AI

Sparse-Stream Memory Networks: The Next Evolution in Efficient AI

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5 min read
Synaptic Switch: Solving AI's Memory Problem Without Forgetting

Synaptic Switch: Solving AI's Memory Problem Without Forgetting

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5 min read
CRAM-Net: The Network that Thinks by Rewiring

CRAM-Net: The Network that Thinks by Rewiring

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2 min read
Beyond the Standard Model :Introducing the "Cousins" of the Memory-Native Neural Network Family

Beyond the Standard Model :Introducing the "Cousins" of the Memory-Native Neural Network Family

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3 min read
Unveiling the MEMORY-NATIVE-NEURAL-NETWORK (MNNN) Family: Rewriting AI's Approach to Memory

Unveiling the MEMORY-NATIVE-NEURAL-NETWORK (MNNN) Family: Rewriting AI's Approach to Memory

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4 min read
NeuroShell OS Layer 2: From Theory to Code

NeuroShell OS Layer 2: From Theory to Code

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3 min read
A Three-Layer Boot Architecture for AI-Native Systems

A Three-Layer Boot Architecture for AI-Native Systems

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4 min read
Help Wanted: Kernel Developers Needed to Build AI-Native Boot Infrastructure

Help Wanted: Kernel Developers Needed to Build AI-Native Boot Infrastructure

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7 min read
Beyond External Storage: What if AI Could Remember Like We Do?

Beyond External Storage: What if AI Could Remember Like We Do?

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20 min read
The Hidden Complexity of AI Model Orchestration: Why Loading Models Is Harder Than You Think

The Hidden Complexity of AI Model Orchestration: Why Loading Models Is Harder Than You Think

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8 min read
Gemini-Integrated Debian: A Practical Desktop AI Integration

Gemini-Integrated Debian: A Practical Desktop AI Integration

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16 min read
NeuroShell OS: Rethinking Boot-Time Design for AI-Native Computing

NeuroShell OS: Rethinking Boot-Time Design for AI-Native Computing

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7 min read
Building a P2P LAN Chat & File Sharing System with FastAPI

Building a P2P LAN Chat & File Sharing System with FastAPI

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4 min read
Building Production-Ready Nmap Integrations: A Complete Guide to nmap-exec-api

Building Production-Ready Nmap Integrations: A Complete Guide to nmap-exec-api

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6 min read
Building Web-Based Nmap Tools: Introducing nmap-exec-api

Building Web-Based Nmap Tools: Introducing nmap-exec-api

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3 min read
Rethinking Network Defense: Why We Should Explore ML-Assisted Risk Assessment on Top of Traditional Scanners

Rethinking Network Defense: Why We Should Explore ML-Assisted Risk Assessment on Top of Traditional Scanners

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12 min read
AI-Powered Malware: Reality, Myths, and the Current Stage of the Threat Landscape

AI-Powered Malware: Reality, Myths, and the Current Stage of the Threat Landscape

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5 min read
Error Handling and Console Output in the Hybrid Async-Native Engine for Python

Error Handling and Console Output in the Hybrid Async-Native Engine for Python

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3 min read
Result Handling in the Hybrid Async-Native Engine for Python

Result Handling in the Hybrid Async-Native Engine for Python

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3 min read
Potential Use Cases for the Hybrid Async-Native Engine

Potential Use Cases for the Hybrid Async-Native Engine

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5 min read
Hybrid Async-Native Engine for Python: A Design Concept for Review

Hybrid Async-Native Engine for Python: A Design Concept for Review

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11 min read
Custom Language Architecture for Low-End NeuroShellOS: A Design Proposal

Custom Language Architecture for Low-End NeuroShellOS: A Design Proposal

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5 min read
Securing Your Environment Variables: A Proof-of-Concept Approach

Securing Your Environment Variables: A Proof-of-Concept Approach

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4 min read
Metaclass Polymorphic Crypto: Enhanced Proof of Concept

Metaclass Polymorphic Crypto: Enhanced Proof of Concept

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5 min read
Enhanced Diffusion Through Key-Selected Hashing

Enhanced Diffusion Through Key-Selected Hashing

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4 min read
A Metaclass Architecture for Encryption: Keys as Algorithm Generators

A Metaclass Architecture for Encryption: Keys as Algorithm Generators

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6 min read
Introducing the Custom Prime-Based Encryption Proof of Concept

Introducing the Custom Prime-Based Encryption Proof of Concept

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5 min read
collections Module Added to Standard Library Learning Path

collections Module Added to Standard Library Learning Path

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2 min read
types Module Workbook Added to Standard Library Learning Path

types Module Workbook Added to Standard Library Learning Path

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3 min read
itertools Workbook Added to Standard Library Learning Path

itertools Workbook Added to Standard Library Learning Path

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2 min read
functools Workbook Added to Standard Library Learning Path

functools Workbook Added to Standard Library Learning Path

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3 min read
My Journey Through Advanced Python OOP: A Beginner's Perspective

My Journey Through Advanced Python OOP: A Beginner's Perspective

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3 min read
Building the Future: A Native GUI SDK Prototype

Building the Future: A Native GUI SDK Prototype

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5 min read
GXD v0.0.0a2: Major Updates and New Features

GXD v0.0.0a2: Major Updates and New Features

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6 min read
GXD v0.0.0a2: Introducing Smart Algorithm Selection

GXD v0.0.0a2: Introducing Smart Algorithm Selection

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2 min read
AI-Native GUI SDK: Performance & Models Are NOT Defined Here

AI-Native GUI SDK: Performance & Models Are NOT Defined Here

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2 min read
AI-Native GUI SDK: Designed for AI Control, Not Manual Restrictions

AI-Native GUI SDK: Designed for AI Control, Not Manual Restrictions

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10 min read
AI-Native GUI SDK for NeuroShellOS: A Semantic Interface Framework for Language Model Control

AI-Native GUI SDK for NeuroShellOS: A Semantic Interface Framework for Language Model Control

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25 min read
GXD: Rethinking File Compression for Modern Computing

GXD: Rethinking File Compression for Modern Computing

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6 min read
I Completed 45 Lambda Function Exercises (And I'm Still a Beginner!)

I Completed 45 Lambda Function Exercises (And I'm Still a Beginner!)

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6 min read
Wave-Encoded Data Systems: An Alternative Abstraction for Data Representation

Wave-Encoded Data Systems: An Alternative Abstraction for Data Representation

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6 min read
Understanding Qeltrix V1 PoC Performance: Context & Limitations

Understanding Qeltrix V1 PoC Performance: Context & Limitations

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6 min read
Qeltrix Organization Launch: V1 PoC Delivers Proven Performance & Security

Qeltrix Organization Launch: V1 PoC Delivers Proven Performance & Security

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4 min read
Qeltrix Now Available on PyPI!

Qeltrix Now Available on PyPI!

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3 min read
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