Vignesh .S

I spearheaded the development of the groundbreaking BlitzAI framework from inception, which has become an integral part of our company's toolkit for conducting diverse proof-of-concepts. Within BlitzAI, my responsibilities encompassed a wide array of tasks, including development, maintenance, deployment, and cutting-edge research aimed at devising innovative approaches for creating highly accurate and efficient ML and DL models. My expertise within BlitzAI revolved around crafting state-of-the-art solutions for critical tasks such as text classification, token classification, question answering, and invoice parsing. Leveraging the power of various encoder-decoder models, including the renowned BARD and DONUT architectures, I pushed the boundaries of performance to deliver exceptional results.By continuously refining and enhancing BlitzAI, I have consistently delivered advanced capabilities, enabling our company to stay at the forefront of AI-powered solutions.

Computer Vision · Natural Language Processing (NLP) · Hugging Face · PyTorch

Replicating, experimenting with and deploying the current state of the art machine learning research for NLP in applications Machine Translation and Automatic Speech Recognition.Machine Translation Building a deep learning based Machine translation system. Incorporating ideas from state of the art research papers and original ideas to improve the accuracy and speed of the system. Alignments Finding alingements from Bert and improving the accuracy and inference time of the model

Natural Language Processing (NLP) · Transformers · Ctranslate · Fairseq

Worked on adding language model to Automatic Speech Recognition system to reduce the word error rate

Automatic Speech Recognition (ASR) · Tacotron

I spent my entire college career exploring my interests, trying my hand at game development and web development before finally finding my passion in AI.