crypto currency tracker

AI Crypto Tracker is an intelligent cryptocurrency dashboard designed to make investing safer, faster, and more informed.

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Inspiration Project Story — AI Crypto Tracker

Inspiration The cryptocurrency market moves at lightning speed — prices can change by 10% or more within hours.
Many investors miss out on opportunities or suffer losses because they react after the market moves.
We wanted to build a tool that could predict market changes, notify users instantly, and provide risk insights so they could make decisions in real time.

What We Learned

  • How to use AI anomaly detection to identify unusual price movements.
  • How real-time data caching improves application performance.
  • The importance of user feedback loops using analytics tools like heatmaps.
  • Designing for accessibility with dark mode and intuitive UI flows.

How We Built It

  1. Data Pipeline — Collected live crypto data via a custom pipeline and stored it in SQL for analysis.
  2. AI Models — Trained predictive models in Azure Machine Learning to forecast short-term price volatility.
  3. Alerts System— Automated Telegram/WhatsApp alerts using Logic Apps.
  4. Frontend — Built a responsive React dashboard with risk analysis charts and gamification.
  5. Deployment— Deployed backend as Azure Functions and frontend as a Static Web App.

Challenges Faced

  • Data Latency: Solved using Azure Cache for Redis to store frequently accessed data.
  • Deployment Errors:Missing environment variables caused Azure Functions to fail, fixed by configuring app settings.
  • User Confusion: Microsoft Clarity heatmaps showed users couldn’t find the “Set Alert” button — redesigned UI placement.

\text{Volatility Score} = \frac{\sigma_{\text{price}}}{\mu_{\text{price}}} \times 100

Where:

  • ( \sigma_{\text{price}} ) = standard deviation of recent prices
  • ( \mu_{\text{price}} ) = mean of recent prices

High scores trigger anomaly alerts.

Built With

  • analytics)
  • azure-cache-for-redis-**databases:**-azure-sql-database-**apis:**-custom-crypto-price-feed-api-(no-coingecko)
  • azure-functions
  • azure-static-web-apps
  • built-with-**languages:**-python
  • chart.js-**cloud-services:**-azure-machine-learning
  • clarity
  • javascript
  • microsoft
  • tailwind-css
  • telegram-bot-api
  • typescript-**frameworks-&-libraries:**-react.js
  • visual-studio-code
  • whatsapp-cloud-api-**tools-&-platforms:**-github
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