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Engineering Insights, AI Career Guides & Product Development Stories

From a product engineering company and fellowship training program in Bangalore since 2005 — built for ECE, EEE, and CSE engineers. 7 articles and growing.

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★ FeaturedEmbedded AI/IoT

Embedded AI vs Traditional Embedded Systems — Key Differences

What is the real difference between Embedded AI and traditional embedded systems? An honest comparison with real client upgrade stories, industry examples, and career guidance for ECE and EEE engineers in India.

By Bhimsen G.V.15 March 202612 min read
Embedded AI/IoT

Smart Agriculture IoT Projects — AI & Precision Farming Guide

Practical smart agriculture IoT project ideas using AI and precision farming techniques — with real implementation examples from Knowx Innovations.

18 May 202610 min
Embedded AI/IoT

What is TinyML? Edge AI on Microcontrollers & Raspberry Pi Projects

A beginner's guide to TinyML and Edge AI — how to run machine learning on microcontrollers and Raspberry Pi with real project examples.

18 May 202611 min
Career & Training

Embedded Systems Training & Career Guide — Bangalore 2026

Complete guide to embedded systems training courses and career opportunities in Bangalore 2026 — from freshers to working professionals.

18 May 20269 min
Embedded AI/IoT

Top IoT, AI & Embedded Projects for Engineering Students — Bangalore

Best IoT, AI and Embedded project ideas for engineering students in Bangalore — with hardware lists, difficulty ratings and mentorship guidance.

18 May 202610 min
Product Engineering

EV Battery Management System — AI & Embedded Engineers Project Guide

Deep dive into EV battery management systems for embedded engineers — architecture, AI integration, real project examples from Knowx Innovations.

18 May 202612 min
Embedded AI/IoT

Top Embedded AI Projects for ECE Engineering Students 2026

Practical Embedded AI project ideas for ECE students — with hardware requirements, difficulty levels, and real implementation guidance from Knowx Innovations.

17 May 202610 min
Embedded AI/IoT

Embedded AI vs Traditional Embedded Systems — Key Differences

What is the real difference between Embedded AI and traditional embedded systems? An honest comparison with real client upgrade stories, industry examples, and career guidance for ECE and EEE engineers in India.

15 March 202612 min

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