Rabin Dulal

Terrachiper is a technology oriented company which focuses on delivering services to the agriculture based industries throughout the Australia.

I am involved in the project named TRAKKA (https://trakka.app/). My role is the development of machine learning/ deep learning model that is responsible for animal identification based on their photo. My job is to make an application for Photo ID for animal. My desired animal identification system uses muzzle photos of animals in farm and using those photos, individual animals can be identified.

I have used various machine learning and deep learning models like YOLO, ResNet50, VGG19, Alexnet and fusion of YOLOResNet50 (ResNet50 as feature extractor and YOLO as detector).

This is an ongoing project.

• Experience and knowledge of core and basic python with machine learning, deep learning experience and integrated deep learning technologies for a wide range of projects, Social awareness application Funding source: Australian Computer Society

• An adaptive synthetic, model to detect credit card frauds using deep learning
• I’ve proposed an effective fraud detection system using highly imbalanced datasets
• Used four different approaches to handle imbalanced data, and finally found that by reducing some majority data and using ADASYN performed best, which was then applied to CNN
• Overall, proposed a model to pre-process the data, balance data, applied an effective CNN model and carried our experiments to verify and validate effectiveness of our model
• Compared state-of-art models with our model and found that our model is an effective model with high accuracy.

• Classification of Malaria infected cells from other cells using, and image processing

• Prediction of the stock market price using LSTM, Project: Customer satisfaction project using LSTM

• DNA sequencing based on k-mer method

• Machine learning with python Duration: 4 months
• An advanced training of lecture and practical machine learning, deep learning with python

• Tech Avenue Publishing: published by ANNFSU, Nepal
• This is a booklet or type of technical journal published by ANNFSU
• I was chief editor of the booklet.

• Machine That Acts like Human- review Publishing: proceedings of NaSCoIT 2016
• Big Data and google file system, NaSCoIT 2016
• Snort for the secured network, NaSCoIT 2013

• Handbook Title: An introduction to Linux Publishing: published by ANNFSU