Gandla Sai Teja

Gandla Sai Teja

Hyderabad, Telangana, India
718 followers 500+ connections

About

I am an Embedded Engineer with experience in the IoT domain, specializing in Embedded C…

Activity

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Experience

  • Blaze Automation Pvt Ltd Graphic

    Blaze Automation Pvt Ltd

    Hyderabad, Telangana, India

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    Hyderabad, Telangana, India

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    Hyderabad, Telangana, India

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    Hyderabad, Telangana, India

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    Bengaluru, Karnataka, India

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    Hyderabad Area, India

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    Hyderabad Area, India

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    Hyderabad Area, India

Education

  • Chaitanya Bharathi Institute Of Technology Graphic

    Chaitanya Bharathi Institute Of Technology

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    Activities and Societies: Placement Coordinator

    As a placement coordinator at my college, I served as a vital link between the placement cell and my classmates. I communicated important information about job opportunities, coordinated schedules for interviews and recruitment drives, and ensured that students were well-prepared for these events. My role involved addressing queries, providing guidance, and facilitating a smooth process for both students and the placement cell, contributing to the overall success of our placement activities.

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    Activities and Societies: Anti-Ragging Squad Member

    As a member of the Anti-Ragging Squad at my college, I ensured a safe and inclusive environment by monitoring campus activities, addressing reports of misconduct, and raising awareness about the impacts of ragging. Collaborating with faculty and administration, I helped implement preventive measures and promoted a respectful community, enhancing my leadership and communication skills.

Licenses & Certifications

Volunteer Experience

Publications

  • Implementation of Supervised ML Algorithms in Agriculture for Environment Monitoring using MQTT Protocol

    Journal of Xidian University, Volume 14, Issue 7

    Air pollution has become a common phenomenon everywhere. The growth of crops is getting affected due to rise in the air pollution in rural areas. In order to solve these problems, IoT based Supervised machine learning-based air and noise pollution monitoring and alerting system is
    designed for agriculture using MQTT Protocol. Naive Bayes and K-NN are the algorithms used to design this monitoring system. The algorithms of K-Nearest Neighbour (K-NN) and Naive Bayes are a supervised machine…

    Air pollution has become a common phenomenon everywhere. The growth of crops is getting affected due to rise in the air pollution in rural areas. In order to solve these problems, IoT based Supervised machine learning-based air and noise pollution monitoring and alerting system is
    designed for agriculture using MQTT Protocol. Naive Bayes and K-NN are the algorithms used to design this monitoring system. The algorithms of K-Nearest Neighbour (K-NN) and Naive Bayes are a supervised machine learning algorithm used to predict the environmental parameters. The serial cable is used in this system to interact with the microcontroller unit (MCU) i.e., raspberry pi analog to digital converter with temperature, humidity, CO2, and sound sensors. The sensor data is uploaded in both ThingSpeak Server and a customized webpage. Further, this data is matched with qualified data to check accuracy of both the algorithms.

    See publication
  • Development of Voice Assisted Application for Real-Time Refrigerator Door control

    Journal of Xidian University, Volume 14, Issue 7

    Alexa is a voice-assisted application developed by Amazon and is a popular technology in various voice-enabled applications like smart home automation. In this paper, Alexa aided, an IoT based system is designed aiming to modernize the conventional refrigerator by controlling its door (open/close). This system is a low cost and can be efficiently used by all users including physically challenged. The MCU interfaced with the motor controller receives a command from the Alexa device, for which…

    Alexa is a voice-assisted application developed by Amazon and is a popular technology in various voice-enabled applications like smart home automation. In this paper, Alexa aided, an IoT based system is designed aiming to modernize the conventional refrigerator by controlling its door (open/close). This system is a low cost and can be efficiently used by all users including physically challenged. The MCU interfaced with the motor controller receives a command from the Alexa device, for which the input is a human voice. Upon receiving the command from the device the refrigerator door opens and closes accordingly.

    See publication
  • MQTT Protocol based Smart Greenhouse Environment Monitoring System using Machine Learning

    International Journal of Innovative Technology and Exploring Engineering (IJITEE),Volume-9 Issue-9.

    The proposed system is designed using an ARM Cortex processor with the other supporting peripherals for monitoring and constantly updating and controlling environmental parameter values to achieve optimal growth and yield of plants. The system also consists of several sensors for measuring different parameters including temperature, humidity, soil moisture, air pressure, and fertilizer content. Further, the obtained data is sent to the cloud by using IoT based ThingSpeak with the secured MQTT…

    The proposed system is designed using an ARM Cortex processor with the other supporting peripherals for monitoring and constantly updating and controlling environmental parameter values to achieve optimal growth and yield of plants. The system also consists of several sensors for measuring different parameters including temperature, humidity, soil moisture, air pressure, and fertilizer content. Further, the obtained data is sent to the cloud by using IoT based ThingSpeak with the secured MQTT protocol to monitor the parameters. An efficient Machine Learning algorithm is developed to predict the parameters like soil moisture, fertilizer content sprayed and weather data i.e., humidity, and temperature.

    See publication
  • Smart water quality monitoring system with cost-effective using IoT

    Heliyon Volume 6, Issue 7.

    Water Quality Monitoring (WQM) is a cost-effective and efficient system designed to monitor drinking water quality which makes use of the Internet of Things (IoT) technology. The proposed system consists of several sensors to measure various parameters such as pH value, the turbidity in the water, level of water in the tank, temperature, and humidity of the surrounding atmosphere. And also, the Microcontroller Unit (MCU) interfaced with these sensors, and further processing is performed at…

    Water Quality Monitoring (WQM) is a cost-effective and efficient system designed to monitor drinking water quality which makes use of the Internet of Things (IoT) technology. The proposed system consists of several sensors to measure various parameters such as pH value, the turbidity in the water, level of water in the tank, temperature, and humidity of the surrounding atmosphere. And also, the Microcontroller Unit (MCU) interfaced with these sensors, and further processing is performed at Personal Computer (PC). The obtained data is sent to the cloud by using IoT based ThinkSpeak application to monitor the quality of the water.

    See publication

Projects

  • ZigBee Based Sleepy End device type Sensors

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    I developed various Zigbee battery-based sensors using MGM24 by following Zigbee alliance standards. These include the SoS button, T&H Sensor, Motion Sensor, Door Sensor, Four Scene controller, 6 Scene Controller,Water leak sensor. I am worked on the optimization of the algorithm to increase the battery performance of these sensors. They can be connected to any Zigbee controller/gateway which follows Zigbee 3.0 standards.

  • MATTER - Thread based Switch controller

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    Developed a MAD-based switch control that is integrated with Apple home pod, Amazon Alexa, and Google home pod. It has the ability to be added to any Thread-based OTRB. It works as on-off switch to control a Wi-Fi device which is present in the network.

  • ZigBee Based SED Sensors using MGM22

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    Developed various Zigbee battery-based sensors using MGM22 module by following Zigbee alliance standards. These include the SOS button, Door Sensor & Four Scene controller, I optimized the algorithm to increase the battery performance of these sensors. They can be connected to any Zigbee controller/gateway which follows Zigbee 3.0 standards.

  • ZigBee Based Sockets and Relays

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    I developed several features for Zigbee-based sockets and relays which were AC-powered devices functioning as Zigbee routers. These devices supported OTA (Over-The-Air) updates, and all metering values were read via pulses.

  • MGM210 based Zigbee gateway controller both Host+NCP and SoC

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    Developed a Zigbee-based controller which supports all types of Zigbee devices which supports Zigbee Alliance and Zigbee Home Automation profile (1.2), Green Power Profile, Dynamic multiple protocols (Zigbee+BLE) devices, Zigbee 3.0.
    It supports the OTA feature for the host and even the Zigbee devices that are connected to it. The Host was developed in such a way that if the coordinator failed in real-time, replacement of coordinator is easy without reparirng the Zigbee devices that are…

    Developed a Zigbee-based controller which supports all types of Zigbee devices which supports Zigbee Alliance and Zigbee Home Automation profile (1.2), Green Power Profile, Dynamic multiple protocols (Zigbee+BLE) devices, Zigbee 3.0.
    It supports the OTA feature for the host and even the Zigbee devices that are connected to it. The Host was developed in such a way that if the coordinator failed in real-time, replacement of coordinator is easy without reparirng the Zigbee devices that are joined with its previos parent.

  • Smart Plug using MGM210 Zigbee module

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    I developed a smart plug utilizing the Zigbee 3.0 HA profile and BLE beacon technology. It functions as a routing device and was built using Simplicity Studio Version 4 from Silicon Labs. Compliant with Zigbee Alliance standards, the device seamlessly integrates with any smart gateway that supports the Zigbee 3.0 profile. It also features OTA capabilities and combines Zigbee and BLE technologies, broadcasting its MAC ID via BLE beacon. Additionally, it reads electrical parameters over UART.

  • Zigbee+BLE based motion Sensor

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    I developed and designed an AC-powered motion sensor for commercial purposes using Zigbee 3.0 IAS Zone profile using MGM210. The sensor was developed as two products, one acts as a router and the other as an end device. This product can be added to any smart hub that follows Zigbee 3.0 standards. The product was designed to support the OTA feature. This sensor emits its MAC ID as a BLE beacon. It is a combo of Zigbee+BLE product.

  • Non-Intrusive Appliances Load Monitoring (NILM) for Energy Conservation in Household.

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    Worked as Data Scientist to analyze the data of various household products. Designed an algorithm to separate the energy signals of various household products captured from the real-time hardware.

  • Customer Segmentation Using Kmeans Clustering Algorithms

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    The project was to get more insight into the customers with some basic data about Customer ID, age, gender, annual income, and spending score. Further to analyze the customers like who are the target customers so that the census can be given to the marketing team and plan the strategy accordingly based on machine learning.

  • IoT Based Smart Farming System using MQTT Protocol and Supervised Machine Learning Algorithms

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    The proposed system is designed using an ARM Cortex processor with a DHT11 sensor, Soil Moisture Sensor, Air pressure sensor, and a gas sensor for monitoring and constantly updating and controlling environmental parameter values to achieve optimal growth and yield of the crop. Further, the obtained data from the field trials are processed through the ThingSpeak cloud with the secured MQTT protocol. The system includes features like SMS alerts, automatic control of actuators, a customized web…

    The proposed system is designed using an ARM Cortex processor with a DHT11 sensor, Soil Moisture Sensor, Air pressure sensor, and a gas sensor for monitoring and constantly updating and controlling environmental parameter values to achieve optimal growth and yield of the crop. Further, the obtained data from the field trials are processed through the ThingSpeak cloud with the secured MQTT protocol. The system includes features like SMS alerts, automatic control of actuators, a customized web application for monitoring and controlling of the smart farm. To protect the smart farming system from environmental conditions, insects a 3D prototype model design is also proposed. To assist the system further the supervised machine learning algorithms such as decision tree and random forest algorithms are to be implemented for prediction of soil moisture, fertilizer content sprayed, and weather parameters i.e. humidity and temperature. The predicted data are compared in terms of accuracy, mean absolute error and mean squared error using supervised machine learning algorithms.

  • Smart Conveyor belt

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    Designed a smart conveyor belt prototype for one of the manufacturing plants. The conveyor belt speeds were varied both manually and remotely. Designed a website for the speed control for remote users using the Raspberry Pi board and HTTPS protocol. Various parameters of the belt are sent to IIoT cloud (i.e, Cumulocity IoT and PTC ThingWorx) for analysis. Further Nvidia Jetson Nano is interfaced with the conveyor belt to capture the images when processing them and give them as input for machine…

    Designed a smart conveyor belt prototype for one of the manufacturing plants. The conveyor belt speeds were varied both manually and remotely. Designed a website for the speed control for remote users using the Raspberry Pi board and HTTPS protocol. Various parameters of the belt are sent to IIoT cloud (i.e, Cumulocity IoT and PTC ThingWorx) for analysis. Further Nvidia Jetson Nano is interfaced with the conveyor belt to capture the images when processing them and give them as input for machine learning algorithms for future analysis.

  • Smart Wine Chiller

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    Smart Wine Chiller is the ideal add-on for wine lovers to make their wine experience complete. Increased the functionality of a smart wine chiller by adding an Alexa-based voice-assisted wine door opener/closer using Raspberry Pi.

  • IoT Based Heart Rate Monitoring System And Simulation Of Pumping blood flow

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    In India, there is a concerning increase in deaths related to cardiovascular issues and heart diseases. This project focuses on continuous monitoring of patient conditions using a heart rate monitoring system. Data from sensors informs critical decisions, supported by hardware components like a heart rate monitor and Wi-Fi module for transmitting information to doctors. The prototype simulates artificial heart pumping by processing sensor data to control a glycerine-pumping motor, mimicking…

    In India, there is a concerning increase in deaths related to cardiovascular issues and heart diseases. This project focuses on continuous monitoring of patient conditions using a heart rate monitoring system. Data from sensors informs critical decisions, supported by hardware components like a heart rate monitor and Wi-Fi module for transmitting information to doctors. The prototype simulates artificial heart pumping by processing sensor data to control a glycerine-pumping motor, mimicking blood properties. A flow sensor monitors glycerine pumping aligned with heart rate data. Software integration via IoT modules updates and analyzes these values for effective monitoring and analysis.

  • IoT Based Smart and Cost-Effective Water Quality Monitoring System.

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    This project is to develop a system that will monitor the pH and turbidity of the water, surrounding temperature and humidity of the atmosphere in real-time. The observed data sent to the cloud by using IoT based application to monitor the quality of the water.

  • Real-Time Health Monitoring System Using NodeMCU

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    This project showcases the implementation of heartbeat monitoring, respiration monitoring, blood pressure check, pulse rate, and temperature sensing interfaced with NodeMCU. This system development is for the patient at home need to be monitored by a family doctor in an emergency. Here the real-time patient health information is updated onto the cloud (ThingSpeak and Blynk) for every 20 seconds. The data is for further analysis and to monitor the status of health information is retrieved to…

    This project showcases the implementation of heartbeat monitoring, respiration monitoring, blood pressure check, pulse rate, and temperature sensing interfaced with NodeMCU. This system development is for the patient at home need to be monitored by a family doctor in an emergency. Here the real-time patient health information is updated onto the cloud (ThingSpeak and Blynk) for every 20 seconds. The data is for further analysis and to monitor the status of health information is retrieved to home devices and to a family doctor in critical conditions.

  • Air Quality Monitoring Using NodeMCU.

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    This project is to develop a device at a low cost which can monitor PPM of air, room temperature, and humidity of air in real-time. Which in turn tells the quality of air and log data to a remote server (ThingSpeak).

    See project
  • Smart Door Lock System

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    The Smart Door Lock System is a way of locking and unlocking the door automatically without any manual work either by using an Android phone or through a Password-based system. We know that Mishaps and hazards never come with an invitation. Home security is essential. It protects your personal items from misuse. People also require a sense of peace at home. Moreover, individuals prefer smart door locks to provide a solution for home security. Home security is the area that determines the…

    The Smart Door Lock System is a way of locking and unlocking the door automatically without any manual work either by using an Android phone or through a Password-based system. We know that Mishaps and hazards never come with an invitation. Home security is essential. It protects your personal items from misuse. People also require a sense of peace at home. Moreover, individuals prefer smart door locks to provide a solution for home security. Home security is the area that determines the attention of the valuable items present in your house. Smart door locks are vital for ensuring the security of your home.

  • Smart Home

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    This project is to develop a PCB for several applications that a common man needs in his daily life. Like automated garage door opener, RFID system to unlock the main door, autonomous gas detection and alarm system alerts, and finally an automatic night lamp.

  • Obstacle Avoiding Robot Controlled via Bluetooth

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    Designing a PCB (Printed Circuit Board) for the robot which enables the controller to control the robot using Bluetooth from a custom build application. Even the robot can change its direction itself when an obstacle comes in front of it. Hence this project helped me in a way to get an idea about designing a PCB at home.

Honors & Awards

  • Best Team Player

    Blaze Automation Services Pvt Ltd

    Thrilled to be recognized with the ‘Best Team Player’ award. This honor is a testament to the power of collaboration and mutual support. I am grateful to work with an incredible team where everyone’s contributions are valued.

  • Paper Presentation

    Department of ECE, CBIT

    I had the opportunity to present a paper at Sudhee-19, a prestigious national-level tech fest. My presentation focused on "IoT in Embedded Systems". This experience allowed me to share my research with a wider audience, receive valuable feedback, and engage with experts in the field, further enhancing my knowledge and presentation skills.

  • Oral Presentation

    CBIT

    I delivered an oral presentation on an IoT-based smart and cost-effective water quality monitoring system during Research Day at CBIT. My presentation highlighted the system's design, implementation, and benefits in real-time water quality assessment. This experience allowed me to showcase innovative solutions, receive insightful feedback, and engage with peers and experts in the field.

Languages

  • English

    Professional working proficiency

  • Hindi

    Professional working proficiency

  • Telugu

    Native or bilingual proficiency

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