Internships
Real time speech recognition on constraint IOT devices
• Developed and trained models that could do keyword spotting
from speech using low computational power and memory
• Developed a complete working prototype of speech assisted devices that could detect
speech in offline mode
• Conceptualized the pipeline of Speech Recognition on STM32 blue-coin microcontroller
and deployed FastGRNN model on the microcontroller, with a model size
of 3.6KB with an accuracy of 88% on 2-second waveforms
Real Fluid Thermodynamic Properties Generation Through Redlich - Kwong Equation of State
• Carried out preliminary work in order to understand the hydrocarbon
phase behaviour modelling
• Generated the real fluid properties for the chemical component Benzene
using Redlich-Kwong Equation of State
• Generated a MATLAB code for Maxwell's Equal Area rule and obtained
saturation pressure for vapour-liquid equilibrium of benzene at different
temperatures and pressures which on comparision with Antoine's Equation
resulted in 85.2% accuracy
Projects
Automatic Answer Evaluation without any Model Answer
• Worked on various state-of-the art deep learning architectures
for the task of machine reading comprehension
• Developed a novel architecture using RNNs and CNNs for embeddings
with multi-level attention reading components
Identification of hazardous elements from incident narratives
• Performed feature selection methods like Mutual Information (MI),
Information Gain (IG), Discriminating Feature Selection (DFS) and
Chi Square (CHI) test for text classification, over real time accidents
data in an industry
• Trained 3 models (Multinomial Naïve Bayes, LSVM and Logistic Regression)
on the features selected by the four methods and calculated the performance
of the trained models using F-measure comparison metrics
Positions of Responsibilty
GES Intern | Entrepreneurship Cell, IIT Kharagpur
• Managed 8 events in Global Entrepreneurship Summit, one of the largest
entrepreneurial summit held at IIT Kharagpur
• Published 32 articles about the event in various
newspapers across the states Telangana and Andhra Pradesh
• Publicized about the event in Hyderabad and was able to bring 52 members to the summit
Associate | External Relations Cell, IIT Kharagpur
• Spread awareness among students about the placements, internships and
the do's and don’ts related to the same
• Managing the ExR team and carrying out career development activities
by conducting various Guest lectures and workshops