Akash Gupta Email & Phone Number

Thane, Mh, In

Thane, Maharashtra, India

Dhanbad, Jharkhand, India

Dhanbad, Jharkhand, India

Indian Institute Of Technology, Dhanbad

• Active member of CyberLabs, IIT-ISM’s tech club; engaging in reading research papers, completing standard machine learning courses, participating in Kaggle contests, and collaborating on hackathons to foster comprehensive experience and knowledge growth.

• Developed and optimized ML models for precise classification of giga-pixel images, enhancing performance and accuracy in image analysis.• Adapted Patch Gradient Descent method to optimize giga-pixel image classification, achieving superior accuracy and computational efficiency.

• Contributed towards implementing and benchmarking quantization methods in TrAILMet, an open-source Pytorch Library for deep learning model compression.• Ran a large suite of deep learning experiments and contributed towards an upcoming journal paper based on the developed software.

South Korea

• Conducted ablation study, implemented and documented performance evaluation of a novel KNN classification variation against existing methods on diverse datasets with extreme data imbalance.

Tromsø, Troms Og Finnmark, Norway

• Played a vital role in developing innovative training pipelines for CNN and vision transformers, optimizing the handling of large images within resource limitations.

Indian Institute Of Technology, Dhanbad