Dev Narayan CB | Machine learning researcher

Animal Tracking with SSL

An ml application for tracking of animals in a pig farm using computer vision. The reserach paper related was recently accepted in AIAI 2023 in oral presentation format. This work was done is collaboration with NTNU Norway

  • Barlow Twins
  • Efficient-Det
  • Deepsort Tracking
  • Pytorch
  • Lightning

Project 1

Object detection with self - supervised learning

Improving object detection for farm animals by usage of self supervised learning using unannotated data. The reserach paper related was recently accepted in VUA-BMVC 2023 in oral presentation format.

  • Barlow twins
  • Efficient-Det
  • Pytorch
  • Lightning

Project 2

Legal GPT

LegalGPT is an innovative solution designed to streamline legal document processing through AI technologies, including LLM RAG and IBM WatsonX. By automating legal research, document compilation, and providing accessible legal advice, LegalGPT aims to transform the legal field. This work was done with the support of IBM

  • RAG
  • WatsonX
  • Milvus

Project 1

Ebuy - Flea Market website

Web application for exchanging used goods

  • React
  • Next.js
  • Node
  • MongoDB

Project 3

Tutorji.com - Website for online medical tutions

A website for online medical tutions, hosted using godaddy and github pages

  • html
  • css
  • javascript

Project 3

Empty - bin

Application to reduce food wastage by predicting the quantity of food to be produced using neural networks.

  • Pytorch
  • Tkinter
  • Lightning

Project 3