Freelancers using Jira in RawalpindiFreelancers using Jira in Rawalpindi
Website and Apps Designer. No Code Developer
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Website and Apps Designer. No Code Developer
Fractional Product & Design Lead · AI products people trust
Fractional Product & Design Lead · AI products people trust
Project Manager | Agile, PMO & Process Improvement
New to Contra
Project Manager | Agile, PMO & Process Improvement
SaaS UI/UX Designer | Figma to Framer | Conversion-Focused
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    Hired
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SaaS UI/UX Designer | Figma to Framer | Conversion-Focused
Product Designer crafting clean, User Experiences
Product Designer crafting clean, User Experiences
Agile Product Manager for Your Success
Agile Product Manager for Your Success
QA engineer who finds the bugs your users would find first
New to Contra
QA engineer who finds the bugs your users would find first
Cover image for I designed, deployed and maintain
I designed, deployed and maintain two self-hosted AI-agent automations on my own VPS (n8n + PM2 + nginx + SSL), both built on the same reusable pattern: source targeted contacts, personalize outreach with AI, send it, and never contact the same person twice. Automation 1 — Cold outreach for a SaaS product: Pulls fresh leads from the Apollo.io (http://Apollo.io) API (filtered by role, company size, industry), with pagination so it never re-fetches the same pool Reveals verified emails via Apollo's bulk enrichment API, batched to respect rate limits Generates a personalized email per lead with the OpenAI API, referencing each company's actual context Sends from a dedicated subdomain (SPF/DKIM/DMARC configured) to protect the main domain's reputation Automation 2 — Targeted outreach with a document attachment: Same sourcing/personalization pattern, extended to attach a file per recipient (resume/proposal) and send via Gmail/SMTP Runs on a fixed weekly schedule without manual intervention Shared infrastructure across both: Persistent, file-based deduplication so no contact is ever emailed twice, even across scheduled runs Rate-limited, chunked API calls to stay within provider limits Full VPS deployment and DNS/SPF/DKIM setup, done myself Debugged real production issues along the way: rate limits, JSON-templating edge cases in n8n, and an index-alignment bug between async AI output and source data — the kind of reliability problems that actually show up once an "AI agent" runs unattended.
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