Vishal Agarwal Email and Phone Number

Performance optimization for LLM inference

Improved digital accessibility of printed content like books, scientific papers, news, etc., especially for print-impaired

Built an internal ML platform to automate and reduce developer time for training and deployment of ML models

Designed and deployed AI-based solutions to solve real-world challenges in the domain of agriculture and healthcare

Worked with GPU Performance Verification Team on improving performance and latency analysis in a performance simulated environment.

- Worked on image contrast enhancement using modified histogram specification to generate asuitable probability density function (PDF) based on the histogram of input image.- Implemented the transformation using fuzzy type-I and type-II modelling and proposed 4methods for generating the PDF based on type reduction.- Used Average Information Content (AIC) metric for comparing our proposed method withexisting well known methods such as BBHE, RMSHE and BPFHE.Link to publication : https://arxiv.org/pdf/1805.02173.pdf