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Why Generic AI Personalization Gets Marked as Spam
Prospects instantly recognize generic AI icebreakers (“I saw you work at Company X and love your focus on growth!”). High-converting outbound personalization requires real-time factual research: citing recent company podcast interviews, funding rounds, or specific open job requisitions. Pairing n8n workflow automation with the Perplexity Online Sonar API extracts grounded corporate intelligence for authentic outreach.
Written by Saizul Amin for enterprise revenue operations and outbound sales architects.
Md Saizul Amin
Digital Systems Strategist · AI Agent Developer · 9+ years in digital & ITMd Saizul Amin is a digital systems strategist and AI automation engineer from Dhaka, Bangladesh. With 9+ years across IT, web development and digital marketing, he writes practical guides on technology, business, education and online growth — and builds the same kinds of systems (AI agents, websites, SEO and ad campaigns) for clients in Bangladesh, the UK and the USA.
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Credentials & experience
- 🎓B.Sc. in Computer Science & EngineeringBangladesh University of Business & Technology (BUBT), 2017–2021
- 🤖AI Automation Engineer · Web Developer · SEO SpecialistUnique Mark Limited, Birmingham UK — 2024 to present
- 🌱IT SpecialistGreen Fund Initiative Inc., USA — 2024 to present
- 🏥Junior IT Consultant — Ministry of Health (DGHS)Built the first national Shareable Health Record website; supported 6,000+ facilities
- 🧭Head of ITWEDO Bangladesh — led IT for 50+ staff, 2021–2023