## Project Milestones and Goals

### Analytic Domain (1~2 months)

- **Data Collection:**
  - Complete data collection from Arbitrum for analytics, visualization, and AI training.

- **TradingView Integration:**
  - Integrate all Uniswap product pricing with TradingView.
  - Implement custom indicators derived from in-house AI models.
  - Develop a trading workspace for Uniswap, including order submission and analytic charts.
  - Enable users to place orders and manage accounts (allowance and balance) on Uniswap.
  - Monitor account portfolio and trade activities in real-time.
  - Track all token pair pool activities on the Arbitrum chain.
![Image Not Available](https://cdn.discordapp.com/attachments/1113917363960692777/1234346204075262012/image.png?ex=663065fc&is=662f147c&hm=61406c62fa5f82094d9f463a764e8b78737849342070aa26795fd7e43424d822&)

- **Market Indicator Signals:**
  - Generate trading signals powered by AI with risk management.
  - Build and improve statistical models to identify market inefficiencies and provide probabilistic visualizations.
  - Develop signals based on price action, and price levels. Following show our current statistical model leveraging the concept of Entropy from Information Theory to extract value of market movement with a target profit of at least 1%. Our goal is to improve the frequency of trades to more than once a week. Our current model currently yield 100% win rate with threshold setting at 65% but limited to ~1 trade per week after 2 months of experimentation.
- Following images are some of the samples that we took from our dataset.

![Image Not Available](https://cdn.discordapp.com/attachments/1113917363960692777/1234343361742245909/image.png?ex=66306356&is=662f11d6&hm=547cd0cb3590ea67efc23995c378a61b657bbcf9b9a9992b26ea9b65060292fa&)
![Image Not Available](https://cdn.discordapp.com/attachments/1113917363960692777/1234343165679374397/image.png?ex=66306327&is=662f11a7&hm=225b8f2e0aae560d2ef94ec1b0dd2e3d709c2ca831923b1374a9de5d5ae16d46&)
![Image Not Available](https://cdn.discordapp.com/attachments/1113917363960692777/1234343085258051636/image.png?ex=66306314&is=662f1194&hm=849ab448b67d10022fcd8db953dcda5e3693804a049c25bc2c554e4ee6d3b558&)
![Image Not Available](https://cdn.discordapp.com/attachments/1113917363960692777/1234343033349210175/image.png?ex=66306308&is=662f1188&hm=d32b9373e71d7026bc48f7e171702a0a81b630a571e30464f4e4843f7bd977eb&)

- **Analytic Visualizations for Trading:**
  - Scale up dynamic heatmap visualizations for all Uniswap products with support/resistance prices, illustrating buy/sell pressure in real-time.
  - Integrate order book data from multiple exchanges to enhance user understanding of crypto product liquidity.

### Automation Domain (1 month)
![Image Not Available](https://cdn.discordapp.com/attachments/1113917363960692777/1234341820155297792/image.png?ex=663061e6&is=662f1066&hm=62d5789806949ba80ca13d6998ef0f7030c83e7c65677560cf0c47909e57f728&)

- **Trading Bot Platform:**
  - Develop a trading bot platform using analytic indicator signals.
  - Allow users to deposit assets via smart contract without transferring ownership, enabling automated trading.

- **Account Management Smart Contracts:**
  - Implement smart contracts for account management, allowing trading bots to execute trades without asset transfer capability.
  - Enable automated trading bot to execute Take Profit / Stop Loss actions on behalf of users leveraging Account Manager Smart Contract.

### Auditing (1 month)

- **Smart Contract Auditing:**
  - Conduct thorough security audits of smart contracts.

### Marketing (1~3 months)

- **Advertisement and Partnerships:**
  - Advertise on Twitter and Discord crypto communities.
  - Establish partnerships, collaborations, and community building efforts.
  - Reach out to crypto traders, influencers on Twitter, and YouTube to promote the platform.

- **Webinars & Live Demo:**
  - Host webinars to showcase the application and engage with potential users directly.

### Building User Base (Post-launch, ~1 year)

- Aim to achieve the following active user targets:
  - ~50-100 active users in the first month, focusing on gathering analytic app data.
  - ~500-1000 active users by the second month.
  - ~1000-2500 active users by the third to fifth months.
  - Targeting 5000-10000 active users within 8-12 months after launch.
