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Muhammed Shafin P

An programming and computer liking normal person

India Is Collapsing — And Why It Affects the Tech Industry

India Is Collapsing — And Why It Affects the Tech Industry

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4 min read

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Thinking Transformers: A Transformer That Reasons Before It Speaksking Transformer

Thinking Transformers: A Transformer That Reasons Before It Speaksking Transformer

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2 min read
CodeLearn AI: Learn by Building

CodeLearn AI: Learn by Building

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2 min read
Qeltrix V6 — A Practical Guide to Seekable Encrypted Containers

Qeltrix V6 — A Practical Guide to Seekable Encrypted Containers

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9 min read
Qeltrix V6: Rethinking Encrypted Storage for the Streaming Era

Qeltrix V6: Rethinking Encrypted Storage for the Streaming Era

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17 min read
Qeltrix V6 — Network-Native Encrypted Streaming Container

Qeltrix V6 — Network-Native Encrypted Streaming Container

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2 min read
Running Machine Learning on Microcontrollers — A Sample Usage of embml

Running Machine Learning on Microcontrollers — A Sample Usage of embml

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5 min read
Why Embedded Systems Deserve Their Own Machine Learning Library

Why Embedded Systems Deserve Their Own Machine Learning Library

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5 min read
What NDM-TCP's Stability Reveals About the Gap Between Theory and Practice

What NDM-TCP's Stability Reveals About the Gap Between Theory and Practice

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6 min read
Why NDM-TCP's Entropy-Guided Sawtooth Pattern Reveals Real Research Potential

Why NDM-TCP's Entropy-Guided Sawtooth Pattern Reveals Real Research Potential

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8 min read
Building with AI: What I Know, What I Built, and Where I Stand

Building with AI: What I Know, What I Built, and Where I Stand

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10 min read
Real-World Analysis of TCP Congestion Control: Reno vs. NDM TCP vs Cubic in a Home Network Environment

Real-World Analysis of TCP Congestion Control: Reno vs. NDM TCP vs Cubic in a Home Network Environment

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4 min read
On NDM-TCP, Open Source, and Ethical Concerns

On NDM-TCP, Open Source, and Ethical Concerns

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4 min read
Why NDM-TCP Tests Are Single-Run Snapshots (Not Statistical Averages)

Why NDM-TCP Tests Are Single-Run Snapshots (Not Statistical Averages)

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4 min read
NDM-TCP: Why v1 Remains the Main Version (Delay Enhancement Experiments)

NDM-TCP: Why v1 Remains the Main Version (Delay Enhancement Experiments)

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10 min read
NDM-TCP vs Reno vs Cubic vs BBR: Testing Summary and Recommendations

NDM-TCP vs Reno vs Cubic vs BBR: Testing Summary and Recommendations

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6 min read
NDM-TCP vs Cubic vs Reno vs BBR: Pure Localhost Performance Test (No Artificial Constraints)

NDM-TCP vs Cubic vs Reno vs BBR: Pure Localhost Performance Test (No Artificial Constraints)

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11 min read
NDM-TCP vs Cubic vs Reno vs BBR: Extreme Network Stress Test (40-Second Duration)

NDM-TCP vs Cubic vs Reno vs BBR: Extreme Network Stress Test (40-Second Duration)

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12 min read
NDM-TCP: A Potential Building Block for NeuroShellOS

NDM-TCP: A Potential Building Block for NeuroShellOS

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5 min read
NDM-TCP: Potential Real-World Applications (If Simulation Results Hold True)

NDM-TCP: Potential Real-World Applications (If Simulation Results Hold True)

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9 min read
NDM-TCP vs BBR: Performance Comparison Under Network Constraints

NDM-TCP vs BBR: Performance Comparison Under Network Constraints

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11 min read
NDM-TCP: A Conservative Approach to High-Speed Congestion Control

NDM-TCP: A Conservative Approach to High-Speed Congestion Control

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11 min read
NDM-TCP Hyper-Embedded (v3.0): Technical Overview

NDM-TCP Hyper-Embedded (v3.0): Technical Overview

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2 min read
NDM-TCP: The 100Gbps Ultra-Low Latency Build

NDM-TCP: The 100Gbps Ultra-Low Latency Build

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2 min read
NDM-TCP Optimized Version: Technical Overview

NDM-TCP Optimized Version: Technical Overview

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2 min read
NDM-TCP: Correction, Clarification, and Real Performance Results

NDM-TCP: Correction, Clarification, and Real Performance Results

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10 min read
NDM-TCP: Lightweight Neural Networking for TCP Congestion Control

NDM-TCP: Lightweight Neural Networking for TCP Congestion Control

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7 min read
Introducing ENTE-TCP: Smart TCP Congestion Control for Modern Networks

Introducing ENTE-TCP: Smart TCP Congestion Control for Modern Networks

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5 min read
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
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
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