--- title: "suraksha ajith (@surakshaajith) | Hashnode" description: "building n8n automations. Read the latest articles by suraksha ajith on Hashnode." url: "https://hashnode.com/@surakshaajith" --- @surakshaajith # suraksha ajith @surakshaajith · Joined January 2026 building n8n automations ### [Day 20 – Added AI Agent to Auto-Write Proposals & Store Them in Supabase](https://suraksha-ajit.hashnode.dev/day-20-added-ai-agent-to-auto-write-proposals-and-store-them-in-supabase?utm_source=hashnode&utm_medium=feed) Today’s work was about reducing friction between finding a job and applying to it. I extended my Upwork job alert automation by adding an AI Agent that automatically reads each new job’s description and generates a custom proposal draft for it. What ... 1 min read · [suraksha-ajit.hashnode.dev](https://suraksha-ajit.hashnode.dev/day-20-added-ai-agent-to-auto-write-proposals-and-store-them-in-supabase?utm_source=hashnode&utm_medium=feed) [Feb 6](https://hashnode.com/posts/day-20-added-ai-agent-to-auto-write-proposals-and-store-them-in-supabase/698633c0bf7dd1b4b5f433af) ### [Day 18–19 – Building a Lead Generation Video & a Google Maps Email Scraper with n8n](https://suraksha-ajit.hashnode.dev/day-1819-building-a-lead-generation-video-and-a-google-maps-email-scraper-with-n8n?utm_source=hashnode&utm_medium=feed) The last two days were focused on direction rather than just execution.I started working on a new lead generation video while simultaneously building a general-purpose scraper workflow in n8n that can be reused across different niches. Alongside buil... 3 min read · [suraksha-ajit.hashnode.dev](https://suraksha-ajit.hashnode.dev/day-1819-building-a-lead-generation-video-and-a-google-maps-email-scraper-with-n8n?utm_source=hashnode&utm_medium=feed) [Jan 24](https://hashnode.com/posts/day-1819-building-a-lead-generation-video-and-a-google-maps-email-scraper-with-n8n/69750217431a322d01645ea7) ### [Day 17 – Handling Empty Outputs, Conditional Logic & Telegram Alerts in n8n](https://suraksha-ajit.hashnode.dev/day-17-handling-empty-outputs-conditional-logic-and-telegram-alerts-in-n8n?utm_source=hashnode&utm_medium=feed) Today was all about making my n8n workflow resilient instead of fragile. While working on my Upwork job scraping automation, I ran into a recurring issue: some nodes (especially database lookups) were returning empty outputs, and n8n would either sto... 2 min read · [suraksha-ajit.hashnode.dev](https://suraksha-ajit.hashnode.dev/day-17-handling-empty-outputs-conditional-logic-and-telegram-alerts-in-n8n?utm_source=hashnode&utm_medium=feed) [Jan 22](https://hashnode.com/posts/day-17-handling-empty-outputs-conditional-logic-and-telegram-alerts-in-n8n/69726bb13797f0ffb1eb8c12) ### [Day 16 – Building an Upwork Jobs Pipeline (Reality Check Included)](https://suraksha-ajit.hashnode.dev/day-16-building-an-upwork-jobs-pipeline-reality-check-included?utm_source=hashnode&utm_medium=feed) Today was all about turning raw Upwork job data into a reliable, deduplicated pipeline using n8n and Supabase. It looked simple on paper, but it came with a few important lessons. What I worked on Collected Upwork job data in JSON format with fields... 2 min read · [suraksha-ajit.hashnode.dev](https://suraksha-ajit.hashnode.dev/day-16-building-an-upwork-jobs-pipeline-reality-check-included?utm_source=hashnode&utm_medium=feed) [Jan 21](https://hashnode.com/posts/day-16-building-an-upwork-jobs-pipeline-reality-check-included/69710439e86d4cd1f43deb75) ### [Day 15 – Debugging n8n + Supabase Deduplication the Hard Way](https://suraksha-ajit.hashnode.dev/day-15-debugging-n8n-supabase-deduplication-the-hard-way?utm_source=hashnode&utm_medium=feed) Today I went deep into debugging a real-world automation issue while building my Upwork job alert system using n8n, RapidAPI, Supabase, and Telegram The problem I faced I wanted to store Upwork job IDs in Supabase and send Telegram alerts only for ne... 2 min read · [suraksha-ajit.hashnode.dev](https://suraksha-ajit.hashnode.dev/day-15-debugging-n8n-supabase-deduplication-the-hard-way?utm_source=hashnode&utm_medium=feed) [Jan 20](https://hashnode.com/posts/day-15-debugging-n8n-supabase-deduplication-the-hard-way/696fc74993640ba6f12d5b1a)