Nerohalla I designed and built Nerohalla, an AI-powered job search copilot that brings job discov...Nerohalla I designed and built Nerohalla, an AI-powered job search copilot that brings job discov...
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Nerohalla I designed and built Nerohalla, an AI-powered job search copilot that brings job discovery, resume optimization, and application assistance into one streamlined platform.
I developed a job aggregation system that integrates multiple job APIs and ATS sources, including Greenhouse, Lever, and Ashby, giving users access to legitimate, up-to-date opportunities from one place.
A major part of the platform is its AI-powered resume engine. I built LLM-based pipelines using prompt engineering, embeddings, semantic matching, and RAG to analyze job descriptions, identify relevant skills, and generate tailored, ATS-friendly resumes while keeping the candidate’s actual experience accurate.
I also developed application automation capabilities that reduce repetitive work by reusing candidate information and assisting with application form completion. The platform combines job matching, resume generation, application tracking, and hiring-contact discovery into a unified experience.
On the engineering side, I worked across the full stack—from scalable backend services and AI workflows to responsive user interfaces and third-party integrations—with a strong focus on reliability, performance, and creating a simple experience around an otherwise fragmented job-search process.
Key areas: AI/LLM Integration · Job Aggregation · RAG · Embeddings · Semantic Matching · ATS Resume Optimization · Application Automation · Full-Stack Development · API Integrations · Workflow Automation
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