Real Automation Systems

Built a production-grade lead intake system in n8n that captures Meta Facebook Lead Forms using the native Lead Ads Trigger with webhook fallback, normalizes and validates incoming data, filters spam, classifies leads using LLMs, and automatically syncs qualified leads into GoHighLevel with instant SMS and email follow-ups for both prospects and clients.

Built an AI voice and chat agent in n8n that books appointments by checking calendar availability, creating events with correct timezone handling, and automatically sending follow-up emails (confirmation, reminders, and post-meeting next steps) via Gmail, all triggered through a webhook entrypoint and governed by confirmation-first rules.

Built a production-grade LinkedIn engagement automation that logs into a persistent LinkedIn session, opens target post URLs from Google Sheets, likes posts, generates thoughtful comments using a local LLM, publishes comments, and safely marks tasks as completed. The system is designed for reliability, human-like behavior, and network-failure recovery.

Built a large-scale Instagram lead scraping and enrichment system in n8n that generates niche-specific discovery keywords using LLMs, finds Instagram profiles via Google-indexed search, extracts profile data, enriches leads with emails from bios and websites, validates emails, and logs clean, deduplicated leads into Google Sheets for cold email campaigns.

Built a scalable LinkedIn lead scraping system in n8n that discovers LinkedIn profiles and posts using Google Custom Search, extracts structured lead data, enforces daily and per-target limits, and manages state entirely through Google Sheets. The workflow supports continuous execution without duplicates and is optimized for cold outreach and lead research.

Built an end-to-end GTM release notes automation that detects completed Jira work in the active sprint, generates internal and external release notes using AI, routes drafts through approval in Notion, and automatically produces ready-to-send GTM assets including email, Intercom news, and LinkedIn copy.

Built a lightweight AI portfolio chatbot in n8n that sits behind a website chat interface, understands visitor intent, answers questions about real automation work, qualifies interest, and guides users toward booking a call. The agent maintains short conversational context, responds in structured JSON, and can trigger calendar booking or email actions when appropriate.

Built an automated LinkedIn post extraction system in n8n that pulls fresh LinkedIn posts based on keyword inputs, uses Google Custom Search to discover indexed LinkedIn post URLs, extracts post descriptions, deduplicates results, and logs clean data into Google Sheets for research, outreach, or content analysis workflows.

Built a daily LinkedIn posting automation that pulls the next queued topic from Google Sheets, generates a structured post using GPT with strict brand rules, publishes it to LinkedIn automatically, and updates the sheet to prevent duplicates.

Built an end-to-end AI automation that generates personalized Loom-style videos at scale. The system captures website screenshots, overlays dynamic text, merges video segments, and automatically delivers personalized videos using n8n, Google Sheets, Puppeteer, and FFmpeg with robust retry logic and monitoring.

End-to-end automation for LinkedIn Easy Apply using Selenium, AI agents, and local LLMs. Automatically evaluates job fit, fills multi-step application forms, uploads resumes, answers dynamic questions using AI, applies filters and blacklists, and logs application results with human-like behavior.

Built a full-stack e-commerce web app with secure authentication. Implemented user signup and login with bcrypt password hashing, stored users in MySQL, and served the frontend through an Express server with structured routing and database integration.