Your state of depression is just temporary and your would surely come out of it. It is possible that you could meet your future life partner through yours and your friends' social or professional circle.

The current time is a period of change for you and things will move in a positive direction over the next couple of years. You would find your love and will also get married. You can recite the below mantra:-

कात्यायनि महामाये महायोगिन्यधीश्वरि । नन्द गोपसुतं देविपतिं मे कुरु ते नमः ॥

Katyayani Mahamaye Mahayoginyadheeshwari | Nandgopsutam Devipatim Me Kuru te Namah

हे गौरि शंकरार्धांगि यथा त्वं शंकरप्रिया । तथा मां कुरु कल्याणि कान्तकातां सुदुर्लभाम ॥

Hey Gauri Shankarardhangi Yatha Tvam Shankarpriyaa | Tatha Mam Kuru Kalyaani Kaantkatam Sudurlabhaam

You will have a loving life partner who will be handsome and of medium height, with good earnings. You have a happy married life ahead.

Best Wishes.