Real-Time Detection of Prohibited Rash Driving in Congested Zones Using GPS-Enabled On-Vehicle Systems. [Smart India Hackathon, 2024]
Online Chatbot based ticketing system. [Smart India Hackathon, 2024]
Wearable sensor with Artificial Intelligence for prevention of falls in elderly people. [Smart India Hackathon, 2024],
Video call intercom based on analog/IP system with vibration sensor. [Smart India Hackathon, 2024],
Python library for Digital Signal processing Lab.
Link - https://github.com/smn-tech/DSPLab (2024)
Spoken Digit Recognition By Machine Learning Technique (2024) [Major Project]
Designing and Implementation of Virtual DSP Lab Using Private Network (2024) [Major Project]
Food Automated Service Technology for Order and Delivery (FASTOD) (2024) [Mini Project]
Real Time Acceleration Measurement of Moving Vehicles and Front Collision detection by sound alarm (2024) [Mini Project]
Centralised Saline Bottle Level Detection System (Smart Bengal Hackathon 2024)
Python library for Computer Networking Lab. Link - https://github.com/smn-tech/networking_module (2024)
Dashboard for real-time monitoring of construction projects (Smart India Hackathon 2023)
Real-time Data Analytics for Sensor Network (2023) [Major Project]
An Embedded solution to monitor ECG signal and connect to doctor for smart health care system (2023) [Major Project]
Digital Weight Machine (2023) [Mini Project]
Implementation of network based clock for time synchronization (2023) [Mini Project]
A Novel Solution Is Required To Be Developed To Monitor The Performance And To Predict The Preventive And Corrective Maintenance Of The Industrial Machines Using Iot Sensor. (Smart Bengal Hackathon 2023)
Wireless Sensor Network Lab Setup (2023)
Python Networking Package Development (2023)
AI model based machine anomaly detection (2022)
Measurement of Audio Amplifier Frequency Response for Real-Time Audio Events (2022) [Mini Project],
Link1 - https://www.youtube.com/watch?v=KkcPMYCuW3M&list=PL1b8crx90gBE-rwFYtCJUeGI3s7JOpflf&index=2,
Link2 - https://www.youtube.com/watch?v=nGidzSAwjQg&list=PL1b8crx90gBE-rwFYtCJUeGI3s7JOpflf&index=4,
Link3 - https://www.youtube.com/watch?v=rNPVW8h9KhI&list=PL1b8crx90gBE-rwFYtCJUeGI3s7JOpflf&index=6
Design a linear mode regulated power supply and model the load regulation (2022) [Mini Project],
Face Mask Detection and Automatic Attendance System (2022) [Major Project]
Potato Disease Classification (2022) [Major Project]
Accelerometer signal reading and computer interface. (2022)
AI model based machine anomaly detection. (2022)
Plotting ESP32 serial data in Python. (2022)
Python tone generation and storing to hard drive, (2022)
ESP32 UDP Connection. (2022)
Read microphone data in Python. (2022)
Link - https://www.youtube.com/watch?v=xtGSY5cKrqE&list=PL1b8crx90gBE-rwFYtCJUeGI3s7JOpflf&index=7
Interfacing OLED display with ESP32 in Arduino. (2022),
DSP Lectures on YouTube. (2021),
Python GMM Classification. (2021)
Python Stacked Autoencoder-1D. (2021)
Link - https://www.youtube.com/watch?v=dERfKlPqEBI&list=PL1b8crx90gBGHHppDnlP-ALZn-Vtz_bg0&index=2
Matplotlib plotting multiple functions. (2021)
Python virtual environment. (2021)
Audio based road accident detection (Bengal Hackathon 2019)
Elderly care system (Bengal Hackathon 2019)
Audio Surveillance System (2019) [Major Project]
Text Dependent Speaker Identification using GMM (2019) [Major Project]
Smart Wireless Surveillance Monitoring using Raspberry Pi (2018) [Major Project]
Real-time Noise Cancellation during Voice Communication (2017) [Major Project]
Automated Gun Targeting System (2017) [Major Project]
Ultrasonic Radar (2017) [Major Project]
Real-time PPG Signal Acquisition and Heart Beat measurement (2016) [Major Project]
Software Realization of Parameteric Audio Equalizer (2015) [Major Project]
Speaking Rate Monitoring System (2015) [Major Project]