Fresh out of a coding bootcamp, I treated the job hunt like a numbers game with a twist. I knew I didn't have a CS degree or years of experience to lean on, so the one edge I could build was making it personal. Instead of dropping resumes into application portals and watching them vanish into black holes, I cold-emailed real engineers and hiring managers at the companies I actually wanted to work at. I spent evenings tracking down contact details on LinkedIn, personal blogs, and GitHub profiles, then writing emails that referenced specific projects or posts so they didn't read like spam. I sent over 150 of those and got a 22% response rate, far better than anything the portals gave me. Across roughly three months, I reached out to 291 companies total and turned that into 32 phone screens. Some weeks I had five or six calls stacked up, and I kept a spreadsheet tracking where each one stood. The rejection rate was brutal and relentless. Plenty of calls ended with "we're looking for someone more senior" or just went silent after what felt like a good conversation. There were stretches where I wondered whether the bootcamp had been a mistake. But the pipeline stayed full because I kept the outreach volume high even when my confidence ↓