University of Waterloo - Ontario, Canada
Masters of Engineering
System Design Engineering
Specalization: Mechatronics and Physical Systems
Vellore Institute of Technology - Chennai, India
Bachelor of Technology
Electronics and Communication Engineering
Projects
Stock Market Prediction
Tools: R Studio
Description:
The main objective of the project was to forecast the stock prices of a company (Apple) with the available data by
building an ARIMA model. Considering that the data consisted mostly of Open, High, Low, Closing or OHLC, our model was designed to be a
univariate time series.
Infectious Disease Surveillance using Time Series
Tools: R Studio
Description: The project focused on the practical aspects of using ARIMA (autoregressive, integrated, moving average) time series
modelling in the surveillance of reportable infectious diseases, with a focus on the widely available SSS1 package
from the Centers for Disease Control and Prevention. ARIMA modelling requires the following steps: time series selection, series transformations, model selection, param‑
eter estimation, forecasting, and forecast updating.
Route Planning with Real‑time Traffic Predictions
Tools: R Studio
Description: A system for individual trip planning was designed, that effectively plans the route considering the future traffic haz‑
ards. Conditioning spatial regression on intermediate predictions of a discrete probabilistic graphical model allowed for
the simultaneous incorporation of historical data, streamed online data, and a rich dependency structure.
Design of LQR Servo Controller
Tools: Matlab and Simulink
Description: The goal was to perform a steady coordinated turn for an aircraft.
A controller that commands a steady turn by going through a 60° roll was designed. In addition, the design was made such that the pitch angle (𝜃) stayed close to zero.
LQR Design for Vehicle Suspension System
Tools: Matlab and Simulink
Description: Designed a Linear Quadratic Regulator (LQR) control system for the vehicle suspension system is the recommended
approach. Based on the condition and inputs of the vehicle, the LQR system is a feedback control system that improves suspen‑
sion performance. The LQR system will be made up of a state observer that will gauge the condition of the car and a feedback controller
that will regulate the suspension system in accordance with the gauged condition.
Optisystem based CATV performance enhancement
Tools: Python, Optisystem
Description: This project explains about the use of erbium doped amplifiers in the enhancement of Cable
television
Railway Track quality
Tools: Matlab
Description: This project displayed the methods through
which defects can be detected in a railway track
with the help of image processing
Origami robot
Tools: Python, Arduino IDE
Description: The main concept behind this project is that the
robot possesses the ability to fold itself with the
help of electromagnetic force.
Wireless forest fire detection
system
Tools: Arduino Uno
Description: The project focuses on the development of a
Wireless Sensor Network-based Forest Fire Detection System that comprises basic RF
modules for wireless communication and solar energy harvesting system. The system will detect
the presence of a fire using temperature, gas and flame sensors and transmit a message to the base
station with the help of a Zigbee module, it will also trigger the controller which will enable the
process of extinguishing the fire.
Image compression and
decompression using LZW coding
Tools: Python
Description: The idea of the compression algorithm is the
following: As the input data is being processed, a
dictionary keeps a correspondence between the
longest encountered words and a list of code
values. The words are replaced by their
corresponding codes and so the input file is
compressed. Therefore, the efficiency of the
algorithm increases as the number of long,
repetitive words in the input data increases.
Holistic HealthCare
Tools: C, ESP32-PICO-D4
microcontroller
Description: The main features of this project are detection of
sleepwalking, high heart rate, high body
temperature and intimation. In an emergency, it
must intimate a family member about the patient
by making a call. The accelerometer data is used
by the microcontroller to calculate the number of
steps taken by the user, their body temperature
and pulse rate. If the values exceed a particular
threshold, then the family member gets notified.
Bluetooth controlled Home
automation System
Tools: C, Proteus
Description: The project consisted of a virtual simulation of
the devices which can be controlled by Bluetooth
through our phone such as AC, Light etc. All the
features had to be done manually and not with
the help of a PIR sensor.