Selected Works.
An archive of production-ready codebases, physical hardware systems, and universal verification architectures. Designed for stability, scalability, and performance optimization.
// Edge Inference with ONNX Runtime
import onnxruntime as ort
class PredictiveEngine:
def __init__(self, model_path):
self.session = ort.InferenceSession(model_path)
def predict(self, acoustic_data, vib_data):
inputs = {
"acoustic": acoustic_data,
"vibration": vib_data
}
return self.session.run(None, inputs)EdgeSense AI
Real-Time Predictive Maintenance using Multi-Modal Intelligence. A hardware-to-UI platform that predicts industrial machine failure before it happens by monitoring acoustic and vibration metrics.
// Simple License Check Logic
const checkLicense = (isCommercial, willModify, willDistribute) => {
if (isCommercial && willDistribute) {
return "Check for Copyleft clauses (GPL/AGPL)";
}
return "Permissive licenses (MIT/Apache) are safe.";
};🔓 oss-license-helper
Stop Googling 'can I use GPL in my commercial app?' — just use this. oss-license-helper is a free, interactive tool that gives developers plain-English answers about open source licenses. No legal jargon. No paywalls.
// Soundscape Controller
const useAudio = (url) => {
const [playing, setPlaying] = useState(false);
const audio = useRef(new Audio(url));
const toggle = () => setPlaying(!playing);
useEffect(() => {
playing ? audio.current.play() : audio.current.pause();
}, [playing]);
return [playing, toggle];
};De-Stress Toolkit
A simple, interactive mental wellness companion designed to help users relax, recharge, and refocus through guided techniques, soundscapes, and daily affirmations.
// Native CUPS Print Command
const { exec } = require("child_process");
const printDocument = (filePath, options) => {
const { copies, color } = options;
const colorFlag = color ? "" : "-o saturation=0";
const cmd = `lp -n ${copies} ${colorFlag} ${filePath}`;
exec(cmd, (err, stdout, stderr) => {
if (err) console.error("Print Failed:", stderr);
else console.log("Print Job Sent:", stdout);
});
};PrintMate Kiosk
Raspberry Pi-powered web kiosk application for document processing, dynamic pricing, and secure payments via Razorpay. Interfaces directly with local CUPS servers.
// Initializing hardware link... // Booting RTOS hooks... // Est. connection: ST-LINK v3
AI-Based Plant Disease Detection System
An advanced Deep Learning application designed to detect and classify agricultural plant diseases from images using state-of-the-art Computer Vision algorithms.
// Initializing hardware link... // Booting RTOS hooks... // Est. connection: ST-LINK v3
DocuS_AI
An AI-powered tool for intelligent document analysis and processing, utilizing Natural Language Processing to extract insights, summarize text, and automate document handling.