OJCP (Open Job Context Protocol) is an open standard that defines how AI agents discover, evaluate, and apply to job opportunities via interoperable, privacy-preserving schemas and MCP-native tools, targeted at employers, ATS vendors, job boards, staffing agencies, and agent platforms.

JobEasyApply is a fully autonomous AI job-application copilot that finds LinkedIn Easy Apply jobs, scores them against your resume using vector embeddings, generates unique AI answers to recruiter questions, and submits applications automatically via a Chrome extension.

hRAG is a self-hosted hybrid Retrieval-Augmented Generation (RAG) platform that combines Postgres BM25, vector search, and optional cross-encoder reranking to produce grounded, streamed answers with open citations. It targets teams and operators who want reproducible, benchmarked enterprise document search and the ability to run the full stack locally or on modest cloud infra.

Saywise is a platform for AI-native builders to showcase projects, publish rich profiles that are readable by humans and AI agents, and get discovered by startups and recruiters seeking AI-native talent.

Litespace is an AI recruiting assistant that automates sourcing, resume screening, pre-screen interviews, and interview note-taking to help recruiters and hiring teams surface qualified candidates faster.

AI Interview Copilot is an AI-powered assistant for live job interviews and interview practice that provides real-time voice transcription, image/screenshot analysis, and algorithmic problem solving (code snippets) using advanced LLMs (currently GPT-4o). It is targeted at interviewees preparing for or participating in technical and coding interviews and is available for modern Apple platforms.

Aphinity is an AI-powered platform that automates recurring 1:1 introductions (coffee chats and mentorship matches) via Slack, Discord, and email to boost engagement for companies, communities, universities, and diaspora networks.

ResumeCoach is an online career platform that offers AI-powered resume and cover letter builders, LinkedIn analysis, mock interviews, job matching, and professional resume review tools to help job seekers create ATS-friendly, recruiter-approved application materials quickly.

hRAG is a self-hosted hybrid Retrieval-Augmented Generation (RAG) platform that combines Postgres BM25, vector search, and optional cross-encoder reranking to produce grounded, streamed answers with open citations. It targets teams and operators who want reproducible, benchmarked enterprise document search and the ability to run the full stack locally or on modest cloud infra.

Recrew combines AI agents and expert human recruiters to source, screen, and place mid‑ to senior technical talent (especially for teams building in India) using outcome‑based pricing and a human+AI workflow.

Mockmaster is an AI-driven interview practice app that generates tailored mock technical interviews, provides personalized feedback and spaced-repetition study tools to help software engineers prepare for roles across experience levels and top tech companies.

NeverJobless offers personalized resume review services including a 15-minute recorded "resume roast", ATS-friendly templates, AI prompts and longer 1:1 resume calls aimed at improving interview callbacks for product managers and other tech roles.

One Dollar Resume Review is a $1, AI-powered resume review service from TechKareer that provides instant feedback, personalized project and hackathon suggestions, and role-targeted resume guidance for technical candidates.

CandorIQ is an AI-native workforce planning and compensation platform that connects HR and Finance systems into a unified workforce graph and uses specialized AI agents to automate headcount planning, compensation cycles, offers, and workforce analytics for growing organizations.