I am a Deep Learning engineer working mostly with computer vision systems. I love to travel. Life is a journey where we never fail, but learn in every step. I always try to move out of comfort zone and look for new challenges in life, and that's how we grow, right ??? :-). I believe that satisfaction in life is more important than being successful. And it is the only mantra to a joyful life.
Artificial Intelligence research lab at Asian Institute of Technology, Bangkok, Thailand. Working on vision based AI systems.
Jan. 2019 - PresentUS healthcare informatics company. Worked as a backend developer, worked primarily on implementing core business logic.
Sept. 2015 - July 2017Retail data analytics and data warehousing company. Worked in several ETL and BI projects for Express Inc., Siam Makro, and so on.
Jan 2015 - Sept. 2015US healthcare data analytics company. Performed analytics on client data to figure out various insights on the data.
May 2013 - Jan. 2015
This is my master degree thesis where I developed a system to discover connections between individuals at a certain place or environment, using video surveillance systems. Basically, I developed a system and used it for case study at a coffee shop at my university. I used state-of-the-art machine vision algorithms for face recognition, human tracking, built a model for human action recognition, calculated distance between customers, evaluated their gaze direction and finally classified them as belonging to a common group or not.
A course project for Information Systems Development and Management. Has separate features for different users, patient, nurse or doctor. Individual dashboard for patients. Aggregated reports for nurses and doctors with the ability to drill down to individual patient level. Developed with the view of helping to digitalize data from rural areas of Thailand.
A course project for Machine Learning. A beats per minute predictor of a music clip. A model that takes input a music clip and classifies the BPM on the song to five different classes. Used convolutional neural network to train the model. Inspired from https://github.com/GiantSteps/giantsteps-tempo-dataset
Professor, Asian Institute of Technology, Thailand
Professor, Asian Institute of Technology, Thailand
Engineering Manager, Cotiviti Technologies
© 2020 Amir Rajak