Engineering Blogs
Notes from the people building Curriculo. We write about the systems behind our AI-first hiring platform: practical machine learning, agent architecture, information design, product infrastructure, and the engineering decisions that turn prototypes into dependable software.
Convolutions to CNNs: From Array Operations to Deep Learning
An approachable path from the array operations behind convolution to the patterns used by modern convolutional neural networks. The guide connects the math to working intuition, explains filters and feature maps, and shows how small local operations become useful visual representations.
The Architecture of Information
Messy data is not only a storage problem. It is a product problem. This article looks at the process of making incomplete and inconsistent information readable: choosing useful boundaries, naming concepts clearly, preserving provenance, and designing interfaces that help people understand what a system knows.
Building a Versatile AI Agent
A field guide to building agents that can do more than complete a single demo. It covers tool contracts, context management, recovery from partial failures, evaluation, and the observability needed to understand why an agent made a decision.
Learning in public
Engineering work improves when its assumptions are written down. We share experiments, trade-offs, and the failures that changed our approach—not only the finished result. New technical articles are published alongside our broader hiring and product research.
Curriculo is one hiring platform with two apps: an ATS for recruiters and a free resume builder for job seekers. The ATS scores candidates on outcomes they shipped, not keywords, and includes a written reasoning paragraph you can audit. Setup is designed for founder-led teams: post a job, connect email, and see scored candidates without a weeks-long implementation. Pricing is flat: a free starter with unlimited jobs and a Pro plan without per-seat fees. The free resume builder lives at /ai-resume-builder/. Product documentation, comparisons, templates, and hiring tools are linked from the header and footer. Contact the team at contact@curriculo.me for resume-builder questions and sales@curriculo.me for ATS demos. We typically respond within 24 hours on business days. Related reading includes the features overview, the pricing page, the ATS comparison hub, and the Curriculo blog. Job seekers can start a resume without a credit card. Recruiters can start hiring on the free ATS plan without a credit card.