Embedded AI & IoT Product Engineer · 12-Week Program
EMBEDDED AI & IoT
PRODUCT
ENGINEER
"Stop Learning Only Theory. Start Building Real Embedded & IoT Products."
Most embedded courses stop at microcontrollers and protocols. This program goes further — you build 10 real AI-powered Embedded & IoT hardware products, deploy Edge AI on actual devices, and connect them to cloud dashboards — in 12 weeks.
Graduates enter the workforce with a GitHub portfolio, a verified certificate, and an internship credential — ready for roles paying ₹8L–₹30L PA.
✓ Live sessions · Recorded access · Same fee for both modes
Salary range for Embedded AI & IoT engineers across India's EV, healthcare & IIoT sectors
10 Products
Real AI-powered hardware products — built, tested, and deployed by you
12 Weeks
From fundamentals to Certified Embedded AI & IoT Product Engineer
2 Certificates
Course Certificate + Internship Certificate as per university norms
ECE · CSE · EEE · IT
Online & Offline · Bangalore
Live Mentorship
Internship Certificate
Placement Support
Flexible EMI
Certified · Hardware Product Program · 2025
About This Program
Why This Is the Most Advanced Embedded AI & IoT Training in Bangalore
Traditional embedded courses teach microcontrollers, Embedded C, and communication protocols. That foundation matters — but it no longer differentiates you in the job market. This program teaches what comes next: Embedded AI, IoT product development, Edge AI systems, and smart device design — all through the act of building real hardware products.
🔴 What Traditional Courses Cover
Microcontrollers and register-level programming
Embedded C, UART, SPI, I2C protocols
Simulated circuits — rarely tested on real hardware
No AI, no cloud, no IoT connectivity
No product thinking, no portfolio, no internship
✅ What This Program Adds
Edge AI & TinyML deployed on real hardware — ESP32, Raspberry Pi, Jetson Nano
Embedded AI refers to the integration of artificial intelligence algorithms directly into embedded hardware devices — such as microcontrollers, edge processors, and IoT nodes. Unlike cloud-based AI, embedded AI allows devices to analyse sensor data, recognise patterns, and make autonomous decisions entirely on the device, without relying on internet connectivity or remote servers. Applications include wearable health monitors, industrial predictive maintenance systems, smart agriculture sensors, EV battery management systems, and smart city air quality networks. Engineers who can build these systems are among the most in-demand technical professionals in India today.
"The engineers who will lead India's next decade are not the ones who read about embedded AI — they are the ones who built real Embedded & IoT products while everyone else was still in theory class."
Master 50+ Industry Tools
The Complete Stack of an Embedded AI Product Engineer
Every tool in this curriculum is used to build a real product during the program. No tool is taught in isolation — each is applied to firmware, Edge AI, IoT connectivity or cloud integration within the same week it is introduced.
Disclaimer: The tools, software platforms, and technologies referenced in this course are subject to change. Individual instructors may incorporate alternative or additional tools based on their teaching approach, resource availability, and evolving industry standards. Learners may experience variations across sessions.
Curriculum Snapshot
12 Weeks · 10 Real Products · Zero Theory-Only Sessions
Every week has a specific deliverable — a working, tested, deployed product or system. The curriculum is structured in three phases: Foundation, Product Development, and Capstone.
Reads temperature, humidity, air quality and distance simultaneously. Live data on OLED display. Your first real embedded product — built on Day 5 of the program.
Skills You Master
FreeRTOS & ZephyrTask Scheduling & PrioritySemaphores & MutexesQueuesInterrupt-Driven ArchitectureDeep Sleep & Battery OptimisationCAN Bus ProtocolMulti-Node Communication
🔧 Week 2 Mini Project
Smart Home Automation Controller
Controls 4 appliances via RTOS tasks. Responds to sensor triggers in real-time. Runs 72 hours on battery using deep sleep power optimisation — a real engineering constraint solved.
ESP32 sends live sensor data via MQTT to AWS IoT Core. Grafana shows real-time graphs. Triggers SMS alert on threshold breach. First cloud-connected product — fully operational.
Skills You Master
TinyML FundamentalsEdge Impulse AutoMLModel Training & QuantizationAnomaly Detection on MCUMotion ClassificationTensorFlow Lite DeploymentOpenCV & Camera InterfacingObject Detection — RPi & Jetson
🔧 Week 4 Mini Project
AI Gesture Recognition Device
Camera captures hand gestures. TF Lite model classifies in real-time on Raspberry Pi. Triggers different hardware outputs per gesture. First deployed Edge AI model — running entirely on-device.
Complete IoT sensor node designed in KiCad. MQTT over TLS implemented. Edge AI model deployed. First version of a real product architecture — portfolio-ready from Week 5.
📦5 Mini Products Deployed
🛠️Full Embedded Stack Mastered
🔌Hardware + Cloud + AI Foundation
✅Ready to Build Industry Products
🚀 Phase 2 — Product Development
Weeks 6–11 · 10 Industry Products
Domain Skills
ECG Sensor AD8232SpO2 MAX30102IR Temp MLX90614Fall Detection ADXL345AI Arrhythmia ClassificationBLE Health PipelineIoMT Market & LandscapeEmergency Alert System
🏆 Products 1 & 2 — Healthcare IoT
Product 01
AI Wearable Health Monitor
ECG + SpO2 + temperature + fall detection on ESP32. Edge AI arrhythmia classifier. BLE to mobile dashboard. Emergency SMS alert. 48-hour battery life.
Product 02
Smart Pill Dispenser
RTC-based medication scheduler. IoT alert on missed dose. Caregiver mobile notification. OLED display. Real clinical use case with measurable patient safety impact.
Domain Skills
India EV Ecosystem & FAME IILithium Cell ChemistryBMS ArchitectureCAN Bus & OBD-IIINA226 Current SensingCell BalancingAI SoC EstimationBattery Degradation Prediction
🏆 Products 3 & 4 — EV / Automotive
Product 03
Smart EV Battery Management System
4-cell voltage + current + temperature monitoring. AI-based State of Charge estimation. CAN Bus. OTA updates. Cloud fleet dashboard with predictive maintenance alerts.
Product 04
EV Charging Station Controller
Monitors charging current & voltage. Auto cut-off on full charge. Usage logging to cloud. Remote start/stop via mobile app. Designed for real deployment scenarios.
Domain Skills
PZEM-004T Energy MonitorSCT-013 Current TransformerReal Power & Power FactorModbus RTU / RS485AI Energy Forecasting LSTMNet MeteringLoad Scheduling AlgorithmIndia Solar & Wind Market
🏆 Products 5 & 6 — Renewable Energy
Product 05
AI Solar Energy Management System
Solar + grid + battery + consumption monitoring. AI 24-hour generation forecast using LSTM. Auto load switching. Grafana dashboard with 30-day analytics and cost savings report.
Product 06
Smart Home Energy Disaggregator
Single current sensor identifies every appliance running. AI classifies each load independently. Daily per-appliance energy report to mobile. Zero extra hardware per appliance.
Domain Skills
Industry 4.0 & OEE MetricsVibration Sensing ADXL345Motor Current MonitoringModbus RTU & OPC-UAPLC Interfacing AwarenessAI Bearing Fault DetectionDigital Twin ConceptsMaintenance Scheduling
🏆 Products 7 & 8 — IIoT / Industry 4.0
Product 07
Industrial Predictive Maintenance System
Vibration + temperature + current monitoring on motor. Edge AI detects bearing faults 7 days in advance. OEE dashboard. Modbus integration. Alerts to technician mobile.
Product 08
Machine Vision Quality Inspector
Camera on conveyor belt. OpenCV + TF Lite defect detection on Jetson Nano. Reject signal to PLC. Defect images uploaded to cloud dashboard with full audit trail.
Domain Skills
NPK · Soil pH · Moisture SensorsWeather Station IntegrationLoRaWAN Multi-Node NetworkThe Things Network SetupAI Crop Disease DetectionMobileNet on Raspberry PiWhatsApp Alert BotIndia Agri-Tech Landscape
🏆 Product 9 — Smart Agriculture
AI Precision Farming System
Multi-node soil NPK + moisture + pH monitoring across 3 field zones via LoRaWAN. AI crop disease detection camera on Raspberry Pi. Automated drip irrigation triggered by AI soil recommendations. Weather-aware scheduling. WhatsApp farmer alert bot — operational, not simulated.
Domain Skills
PM2.5 · CO2 · VOC SensorsGPS ModuleSmart Bin Fill-Level SensingNB-IoT & 4G CellularCity Management DashboardPollution Heat MapsPublic Alert System DesignSmart City Landscape India
🏆 Product 10 — Smart City
Intelligent City Air Quality & Waste Management Network
Distributed PM2.5 + CO2 + noise monitoring across 3 locations. Smart bin fill-level sensors with route optimisation. Real-time city management dashboard with pollution heat maps. Public alert system on threshold breach — aligned with India's Smart City Mission specifications.
🏆10 Industry Products Built
🌍6 Industry Domains
🧠Edge AI on Real Hardware
☁️IoT Cloud Dashboards Live
🎓 Phase 3 — Capstone
Week 12 · Your Product · Your Certificate
What Happens in Week 12
Choose Domain & Define ProblemProduct Architecture Design3-Day Full Build SprintFirmware + Edge AI + Cloud IntegrationComplete Testing & DebuggingTechnical DocumentationDemo Video Recording10-Min Industry Panel Pitch
🎓 Capstone Deliverables — 8 Outputs
✅ Working Hardware Product
✅ Edge AI Model Deployed
✅ Live IoT Cloud Dashboard
✅ Full GitHub Portfolio
✅ Technical Documentation + BOM
✅ Investor-Ready Pitch Deck
✅ 3-Minute Demo Video
✅ Course + Internship Certificates
🎓Certified Embedded AI & IoT Product Engineer
📦10 Products in Portfolio
📋Internship Certificate
💼Placement & Startup Support
ℹ️ Curriculum content may evolve based on industry requirements and technology updates. Students will be informed in advance of any changes. The learning outcomes and project deliverables remain consistent.
Your Credentials
Two Certificates That Prove You Build — Course + Internship
A certificate backed by 10 deployed hardware products on GitHub and a university-compliant internship credential — two documents that speak to two different audiences: employers and universities.
KNOWX
Knowx Innovations · Bangalore
Certificate of Completion
This is to certify that the candidate has successfully completed the
CERTIFIED EMBEDDED AI
& IoT PRODUCT ENGINEER
12-Week Intensive Program · 10 Real Products Built & Deployed · Bangalore, 2025
Issued By
KNOWX INNOVATIONS
Bangalore, India
Credential ID
KNWX-EAIPE-2025
Verify at knowxinnovations.com
ESP32 · TF Lite · MQTTAWS IoT · Grafana10 Products Built
Certificate of Internship Completion
EMBEDDED AI & IoT PRODUCT INTERNSHIP
Issued to candidates who have completed the 12-week product engineering internship at Knowx Innovations, Bangalore — in compliance with university internship norms and industry standards.
Issued By
KNOWX INNOVATIONS
Bangalore, India
Credential ID
KNWX-INT-2025
Verify at knowxinnovations.com
✅ University-compliant internship credential · Accepted as per standard norms
A separate internship credential issued as per university norms — accepted for academic and professional submission
🔧
10-Product Hardware Portfolio
Live GitHub portfolio — every product with firmware, Edge AI model, and cloud dashboard — verifiable by any recruiter
🎬
Demo Video + Pitch Deck
A 3-minute product demo video and investor-ready pitch deck for your capstone hardware product
💡 The Portfolio IS the Proof
Employers in India's EV, healthcare, and IIoT sectors increasingly prioritise demonstrated hardware builds over academic transcripts. Your 10 products, deployed and functional, are a stronger signal than any paper credential — and you leave with both.
India's Embedded AI & IoT job market is growing at 40% year-on-year — and engineers who build real products are the rarest resource in this ecosystem.
Your Future
CAREER IMPACT DASHBOARD
Stop reading about embedded systems. Start building a career powered by real hardware products that solve real problems.
🏭
₹8L–₹30L
Embedded AI Salaries
Salary range for Embedded AI & IoT Product Engineers across India's EV, healthcare & smart city sectors
SOURCE · NAUKRI, LINKEDIN 2024
📈
40%
YoY Job Growth
IoT & Embedded AI job postings growing 40% year-on-year across India's priority manufacturing and technology sectors
SOURCE · NASSCOM REPORT 2024
⚡
₹25K Cr
India EV Market
India's EV sector investment projection by 2030 — generating 10,000+ embedded product engineering roles across OEMs and startups
SOURCE · MHI INDIA 2024
🔧
Avg Fresher Package₹8–12L PA
Senior Engineer₹18–30L PA
Hardware Startup FounderUnlimited
Time to First Interview< 3 Months
🏥
₹22K Cr
IoMT Market India
India's medical IoT market projection by 2028 — AI-powered health devices are the fastest-growing embedded engineering domain
SOURCE · IBEF 2024
🌾
50K+
AgriTech IoT Roles
Open embedded & IoT roles in India's agri-tech sector — largely unfilled due to the skills gap between theory training and product capability
SOURCE · FICCI AGRITECH 2024
🏙️
100+
Smart Cities
India's Smart City Mission targets creating massive demand for embedded product engineers in urban IoT infrastructure deployment
SOURCE · MoHUA INDIA 2024
Turn Skills Into Careers
Four Career Paths From One Program
The embedded AI & IoT skill set is domain-agnostic. The same firmware and Edge AI skills that apply to EV battery systems also apply to healthcare wearables and industrial automation. One program opens four distinct career trajectories.
Embedded Firmware & IoT Engineer
₹8–15L
Starting Package
Where You'll Work
Consumer electronics and connected device companies
Home automation, BFSI and logistics IoT teams
What You'll Build
ESP32 / STM32 firmware, RTOS, sensor integration
MQTT pipelines, cloud dashboards, OTA updates
Edge AI & TinyML Engineer
₹12–22L
Starting Package
Where You'll Work
EV OEMs, industrial automation, healthcare device companies
Defence, robotics and autonomous systems teams
What You'll Build
TF Lite model deployment, Edge Impulse, computer vision on MCUs
Your own venture in AgriTech, HealthTech, EV or Smart City
"One investment. Four career paths. The direction is yours to choose."
Industry Expert Voices
Learn From Engineers Who Have Actually Built Things
Not educators who teach from slides — engineers, founders, and systems builders who have shipped real products in wireless infrastructure, IoT, and hardware product development.
"Building embedded AI products requires the same engineering rigour as wireless infrastructure — precision architecture, iterative testing, and zero tolerance for assumptions that haven't been validated on real hardware."
Systems integrator with deep expertise in wireless communications and connected hardware. Specialises in product engineering of CPE, WiMax to Wi-Fi routers, USB dongles and multi-node IoT systems.
Anantha Somayaji
Co-Founder & CEO — Venturebiz Promotions
Startup BuilderDigital SolutionsProduct Strategy
"The best IoT products are not the most technically complex ones. They are the ones where the engineering decisions were made with a clear understanding of the problem — and the person who has that problem."
Building scalable, technology-led ventures for hyperlocal businesses across India. Helps engineers transition from technical capability to product thinking and commercial validation.
Bhimsen G.V.
CEO — Knowx Innovations, Bangalore
AIoT EnablerStartup MentorProduct Strategist
"India is on the edge of a hardware product engineering revolution. The engineers who will lead it are not the ones with the highest marks — they are the ones who started building before they felt ready."
Entrepreneur · Startup Mentor · Product Strategist · Keynote Speaker · AIoT Enabler. Driving technology-skill development and sustainable hardware innovation across India's engineering ecosystem.
Fee Structure
Simple, Transparent Pricing
One investment. 12 weeks. 10 real products. Two certificates. A career that pays for itself in the first month of employment.
Select your learning mode:
✓ Online mode: Live sessions + full recording access · Same curriculum, same certificate, same fee
Technical articles written to help ECE students, freshers, and working engineers understand the domain — and make informed decisions about their careers in embedded AI and IoT product development.
Embedded AI refers to the integration of artificial intelligence algorithms directly into embedded hardware — microcontrollers, edge processors, and IoT nodes. Unlike cloud AI, embedded AI allows devices to analyse sensor data and make decisions entirely on the device without internet connectivity. Applications include industrial predictive maintenance, healthcare wearables, EV battery management, and smart agriculture systems. Engineers who can build these systems are among the most in-demand technical professionals in India's current job market.
Knowx Innovations offers one of the most advanced embedded AI and IoT product engineering programs in Bangalore. Unlike standard embedded courses that stop at microcontrollers and protocols, this program goes further — covering Edge AI, TinyML, IoT cloud integration, PCB design, and 6 industry domains including EV, healthcare, IIoT, smart agriculture and smart city. Students build 10 real hardware products and receive both a Course Certificate and an Internship Certificate.
Embedded AI and IoT engineering is one of the fastest-growing technical career paths in India. India's EV market is projected at ₹25,000 Cr by 2030. The IoMT sector is at ₹22,000 Cr by 2028. Over 100 Smart City projects are underway. IoT and embedded AI job postings are growing at 40% year-on-year. Engineers with hands-on product experience — not just theory — are commanding ₹8L to ₹30L PA starting packages. The skills gap between demand and qualified candidates is significant, which makes this an exceptionally strong time to enter the field.
Career roles available after completing embedded AI and IoT training include: Embedded Systems Engineer, IoT Developer, Edge AI Engineer, Embedded AI Engineer, Robotics Engineer, IIoT Engineer, and Hardware Product Founder. Key hiring sectors in India include EV OEMs, healthcare device companies, industrial automation, smart agriculture, smart city infrastructure, and defence and robotics firms.
No prior embedded experience is required. Phase 1 (Weeks 1–5) builds the complete foundation from scratch — microcontroller architecture, Embedded C, RTOS, IoT protocols, and Edge AI fundamentals. A basic understanding of electronics or programming is helpful but not mandatory. If you have completed a BE/BTech in ECE, EEE, CSE or IT, you have the academic background needed to benefit fully from this program.
A detailed hardware kit list is provided before the program starts. The total component cost (ESP32, sensors, breadboard, basic peripherals) is approximately ₹3,000–₹5,000, available on Amazon India or local electronics stores in Bangalore. We guide you through exactly what to buy, where to source it, and how to set it up before the first session.
The total program fee is ₹20,000 + GST. The same fee applies for both online and offline modes. An EMI option of ₹10,000 × 2 months is available at zero interest — no hidden charges. The fee covers 12 weeks of live and recorded sessions, all course materials, hardware guides, mentor access, both certificates, GitHub portfolio support, and placement assistance. Call +91-98860-94611 to set up the EMI before your batch starts.
You receive two separate certificates: (1) a Course Completion Certificate — Certified Embedded AI & IoT Product Engineer, issued by Knowx Innovations with a unique verification ID; and (2) an Internship Certificate issued in compliance with standard university internship norms. The internship certificate is particularly useful for students who need to submit internship documentation to their college or university. Both certificates are shareable, LinkedIn-compatible, and verifiable.
We provide structured placement support — resume building, technical interview preparation, referrals to our network, and direct connections to companies hiring in EV, healthcare, IIoT, and smart city sectors. No training institution can guarantee placement outcomes — that depends on your performance and the job market. What we can guarantee is that your portfolio (10 deployed hardware products on GitHub) will be materially stronger than the vast majority of candidates you will compete against.
Yes. Sessions are scheduled on evenings and weekends to accommodate working professionals. Full session recordings are available for replay within 24 hours of each live session. Many of our students are mechanical, electronics, or software engineers looking to transition into embedded AI and IoT product roles — or to add hardware product capability to their existing skills. The 12-week structure is designed to be completable alongside a full-time job.
BUILD YOUR FIRST EMBEDDED AI HARDWARE PRODUCT.
12 weeks from now you could have 10 real deployed products, a verified Course + Internship certificate, and a career in India's fastest-growing engineering domain — embedded AI and IoT.
