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+# PROPOSAL TITLE
+## Proposal submitted to Cere Foundation on 2025-12-31 by [YOUR NAME]
+
+## Project Slug
+[AI Agent Image Challenge](https://dorahacks.io/hackathon/bounty/1264)
+
+## Abstract
+**Bullish Aura** is a specialized Computer Vision AI agent designed to amplify crypto-native culture. It allows users to instantly transform their webcam feed or selfies into high-fidelity "Market Whale" or "Gigachad" avatars—featuring the aesthetic markers of success (e.g., laser eyes, green candle backgrounds, futuristic styling)—while preserving their facial identity.
+
+The project leverages **Stable Diffusion XL Turbo** for near-real-time inference and **ControlNet** for precise identity preservation. Crucially, the system is built on the **Cere Network Stack**: all generated "winning" images and user session metadata are encrypted and stored via the **Cere Decentralized Data Cloud (DDC) SDK**, ensuring true ownership and decentralized permanence for the content. This tool is designed for viral loops, embedding partner branding into every shared image to drive campaign visibility.
+
+## Team 🧑‍🤝‍🧑
+
+> [!IMPORTANT]
+> Please note that the data provided in this section is for administrative and informational purposes only.
+
+### Team members
+
+- Tejasv Singh Hada - Lead Developer
+
+### Contact
+
+- **Contact Name:** Tejasv Singh Hada
+- **Contact Email:** tejasvhada1@gmail.com
+- **Website:** https://www.linkedin.com/in/tejasv-singh-hada/
+
+### Team's experience
+
+Tejasv is a developer with experience in full-stack engineering and AI pipelines.
+*(Optional: Add a sentence here about your background, e.g., "I have experience integrating Stable Diffusion workflows and building frontend applications for hackathons.")*
+
+### Team Code Repos
+
+https://github.com/Tejasv-Singh 
+
+### Team LinkedIn Profiles (if available)
+
+- http://linkedin.com/in/tejasv-singh-hada/
+
+## Development Roadmap :nut_and_bolt:
+
+### Overview
+
+- **Total Estimated Duration:** 2 Weeks
+- **Full-Time Equivalent (FTE):** 1 FTE
+
+### Milestone 1 — Core AI Engine & Cere DDC Integration
+
+- **Estimated duration:** 1 Week
+- **FTE:** 1
+
+| Number | Deliverable | Specification |
+| -----: | ----------- | ------------- |
+| 0a. | License | Apache 2.0 / MIT |
+| 1. | AI Pipeline Script | A Python script utilizing `diffusers`, `SDXL Turbo`, and `ControlNet-Canny` that accepts an input image and outputs a stylized "Bullish" avatar while preserving facial features. |
+| 2. | Prompt Engineering | A curated set of positive/negative prompts optimized for the "Bullish" partner aesthetic (green, gold, futuristic, financial charts). |
+| 3. | Cere DDC Integration | Integration of the `Cere DDC SDK` to handle the upload and storage of the generated images. The script will return a DDC-hosted URL for the image instead of a local path. |
+| 4. | Basic CLI | A command-line interface to test the image-to-image transformation and DDC upload locally. |
+
+### Milestone 2 — Frontend, Viral Logic & Deployment
+
+- **Estimated Duration:** 1 Week
+- **FTE:** 1
+
+| Number | Deliverable | Specification |
+| -----: | ----------- | ------------- |
+| 1. | Web Interface | A responsive web app (Streamlit or React) allowing users to upload photos or use their webcam to interact with the agent. |
+| 2. | "Win" Logic & Watermarking | Implementation of an automatic overlay/watermark (Partner Logo) on generated images to track "wins" and ensuring branding on social shares. |
+| 3. | Encryption | Implementation of DDC SDK encryption to ensure user privacy for raw selfies before they are processed. |
+| 4. | Deployment | Hosting the agent on a cloud provider (e.g., HuggingFace Spaces or similar) with the storage layer routed fully through Cere DDC. |
+| 5. | Documentation | A `README.md` containing setup instructions, DDC configuration steps, and a demo video of the workflow. |
+
+## Future Plans
+
+- **Immediate Term:** Promote the tool on Crypto Twitter using the generated assets to drive traffic to the partner campaign.
+- **Long Term:** Expand the agent to support video streams (Real-time Zoom filter) and introduce "Bear Market" filter packs as unlockable content.
+- **Maintenance:** The project will be open-sourced, allowing the community to fine-tune new LoRAs for different market conditions.
+
+## Preferred method of funds delivery
+- USDC on Eth address: [YOUR WALLET ADDRESS]
+
+## Link to Logo image 1:1 (in github)
+- (Leave blank or add a link to a placeholder logo if you have one)
+
+## Other Bio and details or thoughts, etc.
+N/A