Currently I am working on Cross Lingual Transfer Learning, trying to transfer knowledge from a high resource language(Hindi) to a low resource language(Gujarati).
Publications
Adversarial Robustness in Autonomous Vehicles: Detecting and Mitigating Adversarial Attacks on Sensors
IEEE APSCON'25 | IEEE Asia Pacific Signal and Information Processing Association Annual Summit and Conference
(Under Review)
Projects
Cross Lingual Transfer: Hindi to Gujarati
Currently Working
Bridging language barriers for low-resource Indic languages through advanced cross-lingual transfer learning
Multitask BERT (SimCSE Framework)
PyTorch, NumPy
Multi-task BERT model achieving 93% STS accuracy, 88% paraphrase detection, and 94% sentiment classification through contrastive learning
github
Code Class DSA Tracking Platform
React, Node.js, TypeScript, Express.js
Full-stack learning platform serving 100+ students with progress analytics and scalable REST API for DSA practice tracking
link
Hindi Text Summarizer
PyTorch, HuggingFace
IndicBART transformer achieving ROUGE-1 score of 0.46 for Hindi text summarization on ILSUM dataset
github
Neural Machine Translation: English–Mandarin
PyTorch, NLTK
Sequence-to-sequence model with Bahdanau attention achieving BLEU score of 36.5 for English-Mandarin translation
github
Zenith - Peak Productivity App
React, Node.js, LLM Integration
LLM-powered productivity coach with session planning, reflection logs, and intelligent analytics for peak performance optimization
github
Fraud Transaction Detection System
Scikit-learn, Pandas, XGBoost
Real-time fraud detection system with robust ETL pipeline and XGBoost classifier achieving high accuracy on financial transactions
github
live demo