Samhara AI

Inspiration

Deepfakes and non-consensual content has affected various people and spoiled their personal life. Instead of empowering the individuals, AI has been used by people creating deep fake content and also in making non-consensual content viral.

What it does

‘Samhara’ means destroyer in Sanskrit. At Samhara AI, we use Gemini 3 as the intelligent and reasoning layer of the application. When a user submits their details and their image or video or deepfakes, the google vision web detection can identify visual matches on any publicly indexed websites, including adult sites that indexed by google. You Tube API searches matching titles, keywords, names. Google vision understands the thumbnails and then uses Gemini to explain risk, flag impersonation or abuse patterns. Google video intelligence answers whether the video is sexual, manipulated, abusive or impersonating someone. DeepFace helps in understanding the face similarities. Gemini 3 is central to the application because it transforms raw AI outputs into something users can actually understand and act on. It classifies overall risk, explains what the signals may indicate in plain language, and identifies the most relevant reporting or takedown category for each platform. Importantly, Gemini is instructed to handle uncertainty carefully and avoid making definitive claims.

How we built it

I have used Emergent Vibe Coding tool, Free Google Cloud credits, Gemini API, Google Vision, video intelligence, youtube api and libraries to built it.

Challenges we ran into

I kept the code on github and made it public and I tried using AI studio but the APIs have to be stored somewhere and when it tired to make github public google tried to disable my account saying it exposes Gemini API key so, i had to use Emergent Vibe coding tool instead of AI studio and the stored code on Emergent with access link and password has been shared and I hope it is used only by the judges and not accessed by public as it may cause exploitation.

Accomplishments that we're proud of

I have created the webapp with least outside help. Our App will surely create a safe social media experience.

What we learned

Nothing is impossible. I am a clinical pharmacology professional and I have created an AI powered reputation management app to protect everyone's social and personal life without any coding knowledge.