Have the companies told you outright that it is because you are a woman that they won't employ you?
Perhaps you can speak to the HR department at your husbands company as well?
It is not impossible for you to get a job in Qatar without connections but networking does help. Have you spoken to employers in India and asked about opportunities to work in their Doha offices?
Read more about finding jobs in qatar on the Working in Qatar page.