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News Monitor Bot — RSS Aggregator with Hourly Telegram Digest
A Telegram bot that scrapes BBC, Reuters and TechCrunch via RSS, deduplicates every
article with SQLite (each story sent once, ever), and delivers a clean HTML digest
grouped by category every hour. Runs on APScheduler with an auto-restart wrapper and
crash-loop protection — a reliable, always-on monitoring pipeline.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Built something I'm pretty proud of — Data Detective
An AI-powered anomaly investigation tool that turns dry data analysis into a noir detective case.
Under the hood:
→ Claude + 14 custom MCP tools
→ Isolation Forest for anomaly detection
→ Pearson correlation analysis
→ Results presented as an actual investigation report
No spreadsheets. No jargon. Just: "The suspect is outlier #47. Here's the evidence."
Live here → [https://claude.ai/public/artifacts/f8117dff-b531-4f31-8862-2a86a77137c2]
Full MCP server → https://github.com/Varu4/prodata-ai-mcp
#contralabs #AI #dataanalysis
Project Title: AssetSwift Urgent Asset Liquidation Marketplace
Project Description:
The Problem: High-ticket asset liquidation (cars, land, equipment) is often plagued by trust issues, slow communication, and fragmented user experiences.
The Solution: I built AssetSwift, a specialized marketplace designed for urgent liquidity. It bridges the gap between buyers and sellers with a focus on trust and speed.
Key Features:
Dual-Profile Architecture: A seamless toggle between Buyer and Seller modes, allowing users to switch roles instantly without friction.
Trust & Verification: A "Proof of Approval" workflow that requires milestone sign-offs from both parties to ensure asset-for-cash safety.
Professional UX: Built with a focus on high-ticket aesthetics, utilizing clean layouts and high-contrast design to foster security and trust.
This was built for the promptandcircumstance challenge. I used Bubble’s AI to establish the core data architecture and business logic, then manually optimized the UI/UX and interaction flows to create a professional-grade platform ready for high-value transactions.
Check out the live build: https://asset-swift-market-place.bubbleapps.io/version-test/
A compliance-focused VAT reconciliation tool that compares source registers, VAT return summaries and GL control balances to identify variances, documentation gaps and review exceptions. Built to help finance teams reduce manual checks and prepare audit-ready VAT files.
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