Monitor Telegram submissions, create studio-quality headshots with Nano Banana Pro, log every step, and notify users when their LinkedIn-ready image is ready.
This AI agent accepts selfies via Telegram or a manual image URL, then sends the image to the Nano Banana Pro API for professional headshot transformation. It monitors status and retries automatically until the headshot is ready. It downloads the final image and stores copies in Google Drive and an FTP server, while notifying the user of completion.
Converts selfies into polished, LinkedIn-ready headshots with automated storage and notifications.
Receive image input from Telegram or manual URL
Send image to Nano Banana Pro API with headshot prompts
Poll for completion and retry when needed
Download final headshot
Upload to Google Drive and FTP with timestamped naming
Notify user on completion
Before: manual edits and insecure workflows caused delays. After: automated, secure, end-to-end processing yields consistent LinkedIn-ready headshots.
A simple 3-step flow anyone can follow.
Receive image via Telegram or manual URL and validate authorization.
Send image to Nano Banana Pro API with professional headshot prompts and poll for completion.
Download final image and store in Google Drive and FTP, then notify the user.
A realistic scenario that shows task, time, and outcome.
A job seeker submits a selfie via Telegram. The AI agent processes the image through the Nano Banana Pro API, polls for completion, and returns a LinkedIn-ready headshot within approximately 3 minutes. The final image is stored in Google Drive and on the FTP server, and the user receives a notification with access details.
Roles that commonly use automated headshot generation.
Need LinkedIn-ready headshots and professional CV photos.
Need cost-effective, fast access to professional profile images.
Standardize team visuals on websites and LinkedIn.
Provide uniform candidate headshots for listings.
Offer clients ready-to-use visuals to accompany coaching.
Maintain consistent visuals for corporate profiles.
Tools used inside the AI agent workflow.
Receives selfies and triggers the AI agent workflow.
Performs image transformation to professional headshots.
Stores final headshots in timestamped folders for easy access.
Delivers headshots for CDN or website integration.
Scenarios where this AI agent excels.
Common questions and practical answers.
Yes. The agent accepts selfies via Telegram or a manual URL. It authenticates the user to prevent unauthorized triggering. The process is fully automated from intake to delivery, with status polling to ensure completion. Outputs are stored in Google Drive and FTP for reliable access.
The agent accepts common image formats such as JPEG and PNG. The input can be a direct Telegram image or a URL pointing to an image. The transformation step uses the Nano Banana Pro API to generate a high-resolution headshot. Outputs are delivered to Google Drive and FTP with timestamped filenames.
Processing times vary with queue and image complexity, but you can expect results within a few minutes. The workflow includes auto-polling and automatic retries to minimize failures. Notifications are sent when the final image is ready. Users receive a link or access details via Telegram.
Yes. Only the designated Telegram user can trigger processing. The system enforces access control and logs every action. If needed, re-authentication steps can be added to tighten security. This prevents unauthorized use.
Final headshots are stored in two locations: Google Drive and an FTP server. Files are timestamped for easy versioning and retrieval. Access permissions can be set to limit visibility. The system ensures consistent naming across storage destinations.
Yes. Prompts and styling can be adjusted to achieve different looks or branding requirements. The prompts can be changed per workflow or per client. Any changes are tested before deployment to avoid regressions. This provides flexibility for varied branding needs.
If an error occurs, the agent automatically retries the failed step and logs the issue for auditing. Users are notified when persistent failures require attention. The system falls back to a safe state and can be re-triggered from Telegram or a manual URL. Regular monitoring helps ensure reliability.
Monitor Telegram submissions, create studio-quality headshots with Nano Banana Pro, log every step, and notify users when their LinkedIn-ready image is ready.
