start with a recruiter first. Since you don't have any realtime experience and may have heard of your Nepali neighbor of Kailali a Java Developer making $120K living in a good house but you don't want to start with an entry level job then going with an Indian recruiting company (sulekha) sounds the right path...
Even for plain vanilla entry level data analysis jobs with college degree, probably an authentic local recruiter from the area may help (linkedin, glassdoor). best of luck