Trend analysis and content generation for faceless YouTube Shorts creators

youtubeshorts-swart.vercel.app/

ShortEdge helps creators discover trending opportunities in their niche, analyze why videos are performing, and turn those insights into usable content assets. The platform streamlines the workflow from idea discovery to script, storyboard images, and voiceover generation, making faceless Shorts production faster and more strategic.

Bayesian trading bot for Polymarket BTC Up/Down markets

A Python-based trading system for short-duration BTC Up/Down prediction markets on Polymarket. It combines feature engineering, online Bayesian probability updates, EV filtering, Kelly sizing, and risk controls to evaluate and simulate trades end to end. Currently focused on paper trading, validation, and execution reliability before live deployment.

Track Instagram profile, post, and reel performance at scale.

A backend service that monitors Instagram accounts, captures profile growth and media performance over time, and exposes analytics endpoints for ranked winning content, follower history, and per-media history. Designed to run continuously on a VPS with automated scheduling, session reuse, and historical snapshot storage.

All-in-one analytics & operations hub for OnlyFans management agencies

A full-stack dashboard that aggregates revenue, subscriber metrics, and X/Twitter analytics across 100+ OnlyFans accounts spanning multiple agencies. Features automated daily data syncing, A/B testing with statistical analysis, weekly account auditing, tracking link performance, Telegram bot notifications, and an AI chat assistant — all behind role-based authentication.

Logistics intelligence, scheduling, and order tracking for Bauhaus Slovenia

A full-stack internal dashboard for Bauhaus Slovenia's logistics department. Combines real-time supply chain analytics (pallets, transport, suppliers) with BKU customer order management and AI-powered monthly worker scheduling (Urnik) — including shift planning, validation, Excel export, and automated compliance checks.

Automated X (Twitter) caption scraper & engagement bot

A desktop app that scrapes trending captions from your X home feed using AdsPower browser profiles, filters them with customizable blocklists, and automatically logs results to Google Sheets. It also auto-likes top-performing posts and supports scheduled scraping via cron jobs.

Automated X/Twitter engagement and retweet management tool

A desktop automation tool that streamlines engagement on X by automating retweets, DM group messages, and likes across multiple accounts. Features a custom GUI built with CustomTkinter, supports multi-bot management with configurable modes (RT More, 1v1, Drop More), and integrates with browser automation platforms like Dolphin and AdsPower.

AI-assisted algorithmic trading bot with live and shadow decisioning

An algorithmic trading bot built for multi-symbol execution with a live production strategy and a shadow AI chart brain for evaluation. It combines rule-based trade management, broker integration, feedback-driven learning, and observability tooling to improve decision quality without risking the live engine prematurely.