Freelancers using Telegram API in MalappuramFreelancers using Telegram API in Malappuram
AI Automation Systems for Real Business Workflows
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AI Automation Systems for Real Business Workflows
Cover image for Built a fully automated multi-platform
Built a fully automated multi-platform content publishing system that transforms a single Telegram video into ready-to-publish content across multiple social media platforms. The system automates the entire workflow — from receiving a video through Telegram to generating captions, processing content with AI, and automatically uploading posts to platforms like YouTube, Instagram, X, and Reddit. One of the key features was creating a complete review and approval flow directly inside Telegram, allowing users to approve or manage content before publishing without needing separate dashboards or tools. Key contributions: • Built an end-to-end automated content pipeline using Python and workflow automation tools • Integrated Whisper for speech-to-text transcription with OCR fallback support for extracting text from videos when needed • Used local LLMs with Ollama and Llama 3 to generate captions and social media content automatically • Automated browser-based uploads across multiple platforms using Playwright • Developed Telegram-based controls for content review, approval, and publishing workflows • Designed the system to run fully locally without relying on paid AI APIs Tech stack: • Python • Playwright • Whisper • Ollama • Llama 3 • Telegram Bot API • OCR Processing • Browser Automation • AI Content Pipelines This project strengthened my experience in AI-powered automation, browser scripting, local AI workflows, and scalable multi-platform content automation systems.
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