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Tejas Agrawal

@tejas.agrawal

Research Intern at IIT Bombay

Goa, India

tej-55.github.io

CSE Department, IIT BombayBITS Pilani K K Birla Goa Campus

Tejas Agrawal is a B.E. student specializing in Electrical and Electronics Engineering with a minor in Data Science. He has experience as a Research Intern at IIT Bombay, focusing on Automatic Speech Recognition (ASR) systems. His research background includes analyzing LLM reasoning and working on explainable neural networks. He possesses strong skills in deep learning frameworks like PyTorch and expertise in NLP models such as Transformers and BERT.

Experience

Research Intern

CSE Department, IIT Bombay

InternshipMay 2024 - PresentMumbai, India

Advancing Automatic Speech Recognition (ASR) systems for low-resource accented speech

Student Researcher

APPCAIR

ResearchJul 2023 - May 2024Goa, India

Worked under the guidance of Prof. Ashwin Srinivasan, Dr. Lovekesh Vig and Dr. Gautam Shroff. Studied and analyzed the performance of LLM’s ability to reason over arguments. Currently, working on the extension of CRMs, a form of ‘explainable neural networks’.

Education

BITS Pilani K K Birla Goa Campus

B.E.(hons.)

Electrical and Electronics Engineering

Jan 2021 - PresentGrade: CGPA: 8.12

Minor in Data Science. Courses included: Machine Learning, Large Language Models, Foundations of Data Science, Optimization, Deep Learning.

Shiv Jyoti International

Class 12th CBSE

Jan 2021Grade: Percentage: 90.4%

Mount Litera Zee School

Class 10th CBSE

Jan 2019Grade: Percentage: 94.6%

Skills

Machine Learning
Python
Regression
Boosting
Random Forests
Clustering
SVM
Scikit-learn
TensorFlow
PyTorch
Keras
Hugging Face
LangChain
ESPNet
Deep Learning
Multilayer Perceptron
Convolutional Neural Networks (CNN)
Graph Neural Networks (GNN)
Natural Language Processing
Transformers
LSTM
Attention Mechanism
BERT
GPT family
LLaMA family