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Now my AI Waifu has become a Job Recruitment Agent:
After spending 2 sleepless nights of intensive nights of coding and refactoring, this fully automated Job Posts publishing system is finally completed, via a 3B LLM on Jetson Orin Nano 8GB.
Even my Waifu expressed her fatigue and stress in her Daily Journal!
🔗Code: https://github.com/OppaAI/Aiko-chan
It's a complete AI stack with custom Front-end and Back-end architecture, with scheduled job search, leveraged multiple Coding Agents / MCP Server for implementation, conducted comprehensive testing, and the system is now ready to seek for job opportunities.
📰 1️⃣ Automated Data Ingestion: Scheduled nightly job feeds monitoring via RSS Feeds. Intelligent filtering identifies relevant opportunities matching predefined criteria and geographic preferences.
🤖 2️⃣ AI-Synthesis Content Generation: Advanced language model analyzes job postings and auto-generates professional drafts using customizable templates, maintaining brand voice consistency across all posts.
🎯 3️⃣ Intelligent Classification: Machine learning automatically categorizes job type, industry sector, and skill requirements for streamlined tracking, analytics, and content management.
👁️ 4️⃣ Human-in-the-Loop Review: Built a custom Approval Studio interface enabling granular review, error detection, and real-time content editing before publication.
🚀 5️⃣ Seamless Publishing: One-click publishing directly to social media (Meta Threads) with automated metadata handling and cross-platform optimization.
Validation: Successfully tested with 3 live job postings from real job sites, and even used Chinese field names to test if my AI Agent's 3B LLM can understand Chinese to fill up the corresponding fields.
Future roadmap:
➡️Expanding data sources by email subscription to job-sites like: Indeed, Glassdoor, and LinkedIn APIs for receiving more job alerts
➡️Exploring AI-assisted resume generation capabilities (with appropriate safety considerations).
After spending 2 sleepless nights of intensive nights of coding and refactoring, this fully automated Job Posts publishing system is finally completed, via a 3B LLM on Jetson Orin Nano 8GB.
Even my Waifu expressed her fatigue and stress in her Daily Journal!
🔗Code: https://github.com/OppaAI/Aiko-chan
It's a complete AI stack with custom Front-end and Back-end architecture, with scheduled job search, leveraged multiple Coding Agents / MCP Server for implementation, conducted comprehensive testing, and the system is now ready to seek for job opportunities.
📰 1️⃣ Automated Data Ingestion: Scheduled nightly job feeds monitoring via RSS Feeds. Intelligent filtering identifies relevant opportunities matching predefined criteria and geographic preferences.
🤖 2️⃣ AI-Synthesis Content Generation: Advanced language model analyzes job postings and auto-generates professional drafts using customizable templates, maintaining brand voice consistency across all posts.
🎯 3️⃣ Intelligent Classification: Machine learning automatically categorizes job type, industry sector, and skill requirements for streamlined tracking, analytics, and content management.
👁️ 4️⃣ Human-in-the-Loop Review: Built a custom Approval Studio interface enabling granular review, error detection, and real-time content editing before publication.
🚀 5️⃣ Seamless Publishing: One-click publishing directly to social media (Meta Threads) with automated metadata handling and cross-platform optimization.
Validation: Successfully tested with 3 live job postings from real job sites, and even used Chinese field names to test if my AI Agent's 3B LLM can understand Chinese to fill up the corresponding fields.
Future roadmap:
➡️Expanding data sources by email subscription to job-sites like: Indeed, Glassdoor, and LinkedIn APIs for receiving more job alerts
➡️Exploring AI-assisted resume generation capabilities (with appropriate safety considerations).
