
10M+
In India, only ~45% of graduates are employable due to
poor soft skills & confidence.
50K
67% of Indian job seekers face interview anxiety, says Linked In survey.
<90%
90%+ candidates lack
structured feedback, causing repeated rejections.
Conducted a week-long research to gather insights that informed the next phase of the project.
A 1% rise in female labour participation adds INR 700 billion to India’s GDP, marking record growth. 1 in 3 young women remain unemployed due to skill mismatches.
AI-avatar interviews deliver up to 3,400% ROI and 35% lower candidate stress for large firms. Digital-first sectors like IT and hospitality now absorb over 50% of fresh graduates, driving employment momentum.
Role Mismatch & Lack of Clarity – No proper JD and industry knowledge gaps lead to wrong fit.
No Feedback Loop – Rejections without feedback make it hard to improve.
Confidence & Anxiety Issues – Nervousness and lack of interview practice affect performance.
External Challenges – Career pauses due to medical concerns or job relocation hinder growth.
Collaborated with designers to create intuitive user interfaces and interactive prototypes. Iteratively refined designs based on user feedback to enhance usability and visual appeal.











Conducted rigorous testing across various devices and platforms to ensure compatibility and performance. Gathered user feedback through beta testing and iteratively optimized the app based on usability metrics and user satisfaction.


Flows for freshers, returnees, and career shifters with calm guidance.
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