Posts
Attention Is All They Need. Yours.
A proposal for an independent, user-led spam filter for app notifications.
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Posts
Maybe the Young Generation Is Not the Problem
Young employees are often blamed for asking clear questions, wanting a life outside work, and changing jobs. I see those as sensible responses to unclear work and one-sided expectations.
Case studies
Case Study: Finding Micro-Outages in a Multi-Hop Network
A practical network-monitoring experiment focused on locating failures that ordinary speed tests missed.
Case studies
Case Study: Rapid Embedded Prototyping with AI
How a digital-twin experiment was used to explore metrology constraints before committing to a hardware design.
Posts
Using OpenClaw Alongside ChatGPT, Claude and Gemini
How I use OpenClaw as a local automation layer alongside ChatGPT, Claude and Gemini, including a channel-neutral notification architecture and the practical limits I have encountered.
Posts
Turning an Old Kindle into a Personal Dashboard
A small experiment using a Kindle, Google Apps Script and AI to build a low-cost personal dashboard.
Posts
The Current Landscape of Indian IT: H-1B, AI Impacts and the Rise of Japanese GCCs in India
Three current inputs to an Indian IT scenario-mapping experiment: H-1B and family mobility, AI-led employment uncertainty, and Japanese GCC growth.
Posts
Bengaluru Traffic-Risk Calendar POC
An experiment using public historical traffic patterns, holidays, long weekends, weather and area-specific peak timings to estimate when Bengaluru roads may be easier or harder than usual.
Posts
The Agentic Workflow I Actually Use for Big Codebases
Vibe coding works for scripts. It falls apart on large codebases. Here is the exact multi-file workflow I use to stop AI from hallucinating, looping, and burning tokens.
Posts
Triple-Hop Network Audit: Catching Micro-Outages with a Custom Monitor
My connection kept dropping — short blips, 5 to 50 seconds. Too short for a speed test to catch. So I built something that could.
Posts
Passport Photo Editor
I got tired of paying for something that a browser can do perfectly well. So I vibe-coded this up — free for everyone, forever. Everything runs locally in your browser. No photo ever leaves your device. No account. No subscription. What it …
Posts
The Mileage Mismatch: A Thought on Ather's Savings Tracker
Ather’s savings tracker tells you how much you saved on petrol. It doesn’t count what you spent keeping the scooter alive while parked. For occasional riders, that gap is the whole story.
Posts
ADC Digital Twin & Metering Lab
This tool models the behavior of a 16-bit SAR ADC integrated with a DMA controller. It is designed to help engineers validate metrology algorithms (like RMS or FFT) against quantization noise and harmonic interference. Key Features: …
Posts
Rapid Prototyping: A Digital Twin for STM32H7 ADC Metrology
Before you spin a PCB, you should know whether your hardware choices will meet your accuracy targets. Here is a look at how I used AI to rapidly build a digital twin of the STM32H7 ADC to visualize these constraints.
Posts
What LabVIEW Taught Me in 2005 That Made AI Feel Familiar
When people talk about AI feeling like a revolution, I get it. The speed, the way you just describe what you want and something working comes out the other end — it really is impressive. But honestly, for me it also feels like something I …
Posts
I Built My Own Google Tasks Notification System Using AI
Push notifications just don’t work for important tasks. If you are driving, running errands, or simply focused on something else, it is way too easy to swipe an alert away and completely forget about it. That might be fine for a …
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About Me
Engineering Leader. 20+ years leading engineering programs. | Automotive, Telecom, Research
Advisory
Helping engineering teams move from plan to delivery.
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AI-Assisted Engineering
How AI changes the way complex engineering work can be explored and shipped.
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Embedded Systems Leadership
Engineering leadership, delivery governance and practical systems thinking.
Frameworks
Simple tools I use to keep programs moving.
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