Resume

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Sumary

Viraj Ajani

I am deeply passionate about Computer Vision and have already acquired a strong skill set. I firmly believe that real-world experience is the key to bridging the gap between theory and practice.

  • Rajkot-360003, India

Education

B.Tech CSE (Artificial Intelligence)

2020 - 2024

ITM (sls) Baroda University, Baroda, Gujarat, India

M.Tech ICT (Machine Learning)

2024 - 2026

Dhirubhai Ambani Institute of Information and Communication Technology (DAIICT), Gandhinagar, Gujarat, India

Achievements

Winner, Codethon-2022

University-level codethon at ITM (sls) Baroda University.

First Runner-up, Codethon-2022

Inter University-level codethon at Prakarsh, SVIT, Vasad.

Projects

Image-Text matching

Cross lingual analysis

  • Extended state-of-the-art image-text matching to multilingual scenarios, achieving < 0.5% performance loss in Hindi vs English through systematic adaptation of Enhanced Semantic Learning framework.
  • Delivered actionable insights for multilingual AI systems through rigorous evaluation of 4 transformer architectures, identifying IndicBERTv2 as optimal for Indian languages

FASS

Face Anti Spoofing System

  • Reproduced and improved the FASS system by replacing ResNet with ViT for feature extraction.
  • Achieved a 1% improvement in accuracy and reduced Equal Error Rate (EER) by 0.04 on the LCC-FASD dataset.
  • Used SVM classifier with ViT features for robust spoof detection.

Symptomite

Diesease Prediction System

  • Build models to predict diesease using decision tree and KNN.
  • Optimize the model built by fellow teammates.
  • Contributed to building backend of website using flask.