The Compiler Speaks
A poem about the silent conversation between programmer and machine.
Technical Articles & Blog
Deep dive into embedded systems, software engineering, and machine learning. Expert insights on firmware, distributed systems, and practical implementation details from real-world projects.
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19 articlesKeychron Q1 Pro 6 Months Later
A long-term review of the Keychron Q1 Pro as a daily driver for software development build quality, typing feel, and QMK/VIA.
Backpropagation: The Algorithm That Trains Neural Networks
A clear, math-first walkthrough of backpropagation ain rule, computational graphs, and why gradients flow backward.
The Perfect Dal Makhani Slow and Low
A recipe for restaurant-style dal makhani that requires patience, whole spices, and 6 hours of slow cooking.
Engineering Marvels of the Indus Valley
How a 5000-year-old civilization built standardized bricks, grid cities, and the world's first urban drainage system.
Transformer Attention Mechanism from Scratch
Building the multi-head self-attention mechanism from first principles in NumPy, then PyTorch derstanding every matrix multiplication.
Python Decorators and Metaclasses: Advanced Patterns
Going beyond @property iting decorators with arguments, class decorators, and when metaclasses are actually the right tool.
SPI Protocol: A Complete Guide for Embedded Engineers
Master the SPI bus ock polarity, phase modes, DMA transfers, and common pitfalls when interfacing with sensors and peripherals.
Index Funds in India The Boring Path to Wealth
Why passive index investing beats stock picking for most engineers, and how to get started with Nifty 50 and S&P 500 funds.
Python Memory Management: Under the Hood
How CPython manages memory ference counting, garbage collection, memory pools, and why your Python program uses more RAM than you expect.
10 Vim Tricks That Changed How I Code
Practical Vim tips that compound over time macros, text objects, registers, and the dot command.
Hash Tables: The Data Structure That Powers Everything
From collision resolution to load factors y hash tables give O(1) average time and what happens when they don not.
RTOS Task Scheduling: Preemptive vs Cooperative
Understanding the difference between preemptive and cooperative scheduling in real-time operating systems, with practical FreeRTOS examples on STM32.
DO-178C Software in the Sky
An overview of DO-178C certification for airborne software: what it requires, why it matters, and how it shapes how we write code.
Graph Algorithms You Actually Use in Production
BFS, DFS, Dijkstra, topological sort e graph algorithms that show up in real systems, not just interviews.
Writing Your First Linux Kernel Module
A practical guide to writing, building, and loading a Linux kernel module from hello world to character devices.
STM32 Bare Metal Beyond the HAL
Why understanding register-level programming matters even when you use HAL, and how to debug when abstractions leak.
Distributed Systems What I Wish I Knew Earlier
Key concepts every engineer should understand before building distributed systems: CAP theorem, consensus, and failure modes.
Hello World Why This Blog Exists
A curated space for writing about software engineering, electronics, and everything in between.