I am a pre-final undergraduate student of Indian Institute of Technology, Kharagpur. A Machine Learning Enthusiasist. An avid LEARNER.
If a MACHINE can LEARN from EXPERIENCE, then why can't YOU ?
Working on Medical Applications of Machine Learning
Working on Healthcare Applications of Machine Learning in Wearable Industry
Worked on the detection of depression from Speech using Machine Learning
CGPA : 7.88* (Upto 6th Semester)
Predicting PHQ-8 Depression Scores from Speech Signals using Deep Learning (AVEC-2018).
Guided by Prof. Carol-Espy Wilson, Department of ECE, University of Maryland, USA.
Used techniques like Convolutional Neural Networks, LSTMs etc
Working with a startup, Froot Research on revolutionalizing wearable industry with the fusion of
state of the art Signal processing and Machine Learning Algorithms
Dealing with Medical time series data including ECG, EEG, PPG etc.
Predicting properties of Soil from images taken from Mobile Camera
Further, made a low cost Spectrometer to capture spectrogram of Soil samples and predicting soil element wise content using them.
Implemented object detection algorithms like R-CNN, F-RCNN, YOLO (written from scratch) etc. to detect objects in images
Applications include detecting scratches/dents on vehicles, detecting stray plants on land from drone images,
virtual clothes try-on using segmentation etc.
Further, used ImageAI library for real time object detection
Used ESP8266 Node MCU Wifi Module to build an Hostel Room Automation System
which can controlled from anywhere in IIT KGP campus
Hosted the controller interface on local IP thus enabling user to control it via smartphone or laptop with an HTML browser installed