AI Research | Innovation Team | Computer Vision | NLP | ML | DL Developed and deployed solutions/skills for the mavQ IDP (Intelligent Document Processing). QR/Barcode:- Developed QR/Barcode detection using YOLO and decoding module. - Single-handedly researched right from the ideation till the deployment.Document Classification:- Developed this using visual and textual embeddings. Used transfer learning, VGG16, BERT, Google OCR, Tesseract OCR, DocTR OCR.- Researched in multiple iterations (for architecture, loss functions and latency) leading in improvement of overall F1-score from 90 to 99%.- Performs better than AWS and Google Document AI solution.- Single-handedly researched right from the ideation till the deployment.Table Detection and Table Structure Detection:- Developed Table Detection module using YOLO.- Developed Table Structure Detection (Cell Detection) using YOLO and in-house developed models. - Dataset used: ICDAR, PubTabNet, FinTabNet, and a few other in-house developed dataset.Involved in multiple client projects deploying various solutions pipeline using AWS and GCP.

I was part of mavQ Vision team in Innovation space. I was responsible for developing and deploying solutions end to end.- QR/Barcode detection using YOLO and decoding module.- Document Classification using visual and text embeddings. Used transfer learning, VGG16, BERT, Google OCR, Tesseract OCR, DocTR OCR.

Samsung-IITM Pravartak will be funding my research. I will continue my work as a member of IIL Lab (Interactive Intelligence Laboratory) and RBCDSAI Lab (Robert Bosch Centre for Data Science and Artificial Intelligence) with Prof. Harish on Theoretical Machine Learning and Deep Learning.To know more, read about their initiative on the website link attached.

CS5691Pattern Recognition and Machine LearningI was assisting Prof. Manikandan in this Course.More about Prof Manikandan: http://maninarayanan.com/index.html

CS5691Pattern Recognition and Machine LearningI was assisting Prof. Harish in this Course.More about Prof Harish: https://sites.google.com/site/harishguruprasad/home

CS5691Pattern Recognition and Machine LearningI am assisting Prof. Harish in this Course.More about Prof. Harish: https://sites.google.com/site/harishguruprasad/home

CS5691Pattern Recognition and Machine Learning.I was assisting Prof. Arun Rajkumar in this course.More about Prof. Arun Rajkumar : https://sites.google.com/view/arun-rajkumar

CS1100Programming in CI took labs for Programming in C for 1st year BTech students. I helped Prof. Hema in evaluating labs, quizzes, and exams.More about Prof. Hema A. Murthy: http://www.cse.iitm.ac.in/profile.php?arg=Mjk=

I am working with Prof. Harish on Theoretical Machine learning and Deep Learning. We are working on Deep attention networks and it's interpretability and learnability under certain assumptions. To know more about the lab and Prof Harish, follow the attached links.

- Developed new features and resolved bugs and JIRA tickets of Primavera software.- Involved in the development of micro-services of ‘Forms and Workflows’. Hands-on experience with REST API.- Experienced in maintaining and evolving a monolithic codebase for a customer-facing product.

As the secretary of the maths club, i keep trying to aware students of the college about the importance of mathematics and aptitude in life and in engineering placements too. I take sessions in which i teach/revise aptitude topics, interview puzzles which will help them and me as well.

Worked with RISE Group (Reconfigurable and Intelligent Systems Engineering )under the guidance of Prof. V.Kamakoti.DRAM CONTROLLER : Implemented Thread Clustering Memory Access SchedulingTechnique using Bluespec System Verilog.