

Bootcamp Debut: Prompt Engineering for Outreach (18% Reply Rate, for Sales & Job Search Automation)
🧠 TLDR: Join us for a 1.5-hour AI-assisted job search + networking workshop. We’ll break down a proven Clay.com workflow—one of the most widely used Go-To-Market Engineering tools in B2B sales—to find leads and generate highly personalized LinkedIn outreach, adapted for job searching and high-quality networking.
This is the exact pipeline we’ll walk through—already used to reach ~1,000 leads with AI-generated outreach messages for real client, that went well above industry average:
• 40%+ acceptance rate
• 18%+ reply rate
🧩 What We’ll Cover
• The “AI job search outreach system” That worked for real sales clients (target → lead list → enrichment → message generation → tracking)
• Clay.com workflow walkthrough:
– Build a lead list (companies, hiring managers, founders)
– Enrich with context (role, team, signals)
– Use AI to generate personalized LinkedIn connection messages
• Prompt engineering fundamentals (beginner → advanced):
– No-code Meta Prompting Technique to dynamically adjust structure, and targeting
– Prompting techniques for reducing hallucinations, Chain of Thought, Scratchpad, XML Prompting and others
– Structured outputs + iteration loops (draft → critique → rewrite)
🕒 Agenda (1.5h total)
⏰ 0:00–0:45 → Client needs breakdown + Prompt Engineering 101
🧑🏫 0:45–1:30 → Mentor-guided build: a real workflow for the client + your own workflow (job search networking outreach)
👩💻 Who It’s For
• Job seekers (engineering PM / data AI), founders, operators, and builders
• Beginner-friendly (no automation experience needed)
• Advanced track included (prompt methodology + message quality control)
🌐 Hosted By
AI Scholars – A peer-led AI Engineering Project Meetup & Fellowship
🎤 Speaker
Ti Guo — former GenAI Data Scientist at IBM and Prototyping Engineer at a Google-acquired startup; currently AI Forward Deploy at Sparkcraft. University of Waterloo alum.
✅ What You’ll Walk Away With
• A reusable Clay workflow outline (lead list → enrich → generate outreach)
• Copy-paste prompt templates for connection requests + follow-ups
• A simple QA rubric to avoid “AI-sounding” outreach
🚀 What’s Next
This session is also the debut session for our 3-week & 7-week AI Real Client Project Bootcamp, where we help learners build real-world AI projects with mentor guidance. with Limited Seats Avaliable. Find out more.
📚 Join us to explore whether the full program is a fit!