Advaith Malladi
Phone: +91-7013249802
Student/Researcher I’m Advaith, a researcher, NLP intern, teaching assistant and computer science/computational linguistics student at IIIT Hyderabad. Under the guidance of my advisor Dr. Bapi Raju, I focus on multimodal NLP for cognitive modeling. As a teaching assistant for Dr. Suryajith Chillara’s Algorithm Analysis and Design course, I combine practical knowledge with academic insights. At Subtl.ai, I contribute to textual generation post-evidence retrieval. My passion and experience in NLP drive me to excel and learn more. I look forward to participating in more research projects to further increase my knowledge and experience.
Links

Experience
Subtl.ai
Hyderabad, India
September 2023 -
NLP Intern
At Subtl.ai, I’m part of the generation team, specializing in generating text for question answering and information retrieval from multimodal information sources, following evidence retrieval.
IIIT Hyderabad
Hyderabad, India
August 2023 -
Teaching Assistant
I’m a Teaching Assistant for the Algorithm Analysis and Design course, instructed by Dr. Suryajith Chillara during the Monsoon ’23 semester. My responsibilities include conducting tutorials, managing examinations, and handling evaluation
BCCL, IIIT Hyderabad
Hyderabad, India
March 2023 -
Undergrad Researcher
Under the guidance of my advisor Dr. Bapi Raju, I am pursuing research into various advances in NLP and multimodal representation learning for the purpose of Cognitive Modelling within a multilingual and multimodal setting.
PreCog, IIIT Hyderabad
Hyderabad, India
August 2023 -
Undergrad Researcher
Under the guidance of Dr. Ponnurangam Kumaraguru, I am exploring Social Networks as part of an independent study.
Smart City Living Lab, IIITH
Hyderabad, India
Jan 2023 - May 2023
SDE Intern
Our team built a Digital Twin based on MERN Stack
Clubs Council, IIIT Hyderabad
Hyderabad, India
June 2022 - March 2023
Undersecretary
I handled the finances and club coordination of all the clubs in IIIT Hyderabad
Apex, IIIT Hyderabad
Hyderabad, India
June 2022 - March 2023
Apex Member
Part of the student body that is responsible for handling admissions, counselling, and induction events for IIITH freshmen.
Education
International Institute of Information Technology, Hyderabad
Hyderabad, India
Nov 2021 - July 2025
BTech
Computer Science
International Institute of Information Technology, Hyderabad
Hyderabad, India
Nov 2021 - July 2026
MS
Computational Linguistics
Projects
Seq2Seq using Soft Attention
  • A GRU based Encoder Decoder model with soft attention for sequence to sequence. Given any query, this model can be trained to convert the query to question
  • Click Here


Transformer Language Model
  • A decoder based language model, similar to the architecture principle of GPT. This model is trained on the next word prediction task
  • Click Here


TEXTUAL COHERENCE
  • A stacked LSTM model which can detect topic coherence and temporal/sequential coherence in a paragraph with an accuracy of 0.8.
  • Click Here
ELMO
  • Trained a model on Masked Language Modelling to learn contextual word embeddings.
  • These are context dependent word embedding which can be used for all sorts of downstream tasks such as Sentiment Analysis, Natural Language Inference etc. which have also been done.
  • Click Here


Global Word Embeddings
  • Build global word embeddings by implementing the WORD2VEC paper
  • Click Here
  • Build global word embeddings using Singular Value Decomposition.
  • Click Here
Parts of Speech Tagging
LANGUAGE MODELLING
  • tatistical Language Modelling using Knesser-Ney and Witten-Bell Smoothing
  • Built a neural POS tagger for Telugu
  • Click Here
Visual Brain Encoding
  • Extracted image features using BEiT model, further used the features to predict brain FMRI results
  • Click Here
Skills
Programming Skills
Technical Skills
Python Natural Language Processing
PyTorch Deep Learning
TensorFlow Machine Learning
Javascript Computational Linguistics
C/C++ Data Structures and Algorithms
MongoDB Algorithm Analysis and Design
React JS Computer Vision
Express JS
Node JS
x86 Assembly
Arm Assembly
Shell Scripting
Relevant Course Work
Natural Language Processing
Design and Analysis of Software Systems
Machine, Data and Learning
Computational Linguistics
Data Structures and Algorithms
Algorithm Analysis and Design
Probability and Statistics
Linear Algebra
Computer Systems Organization
Computer Programming
Introduction to Linguistics
Language and Society