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AI Firebase React Chatbots

JOBLET.AI: DUAL-ROLE JOB PORTAL

Firebase-powered job platform with CareerBot (applicant chat) and HireBot (recruiter AI assistant).

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Joblet.AI is an automated employment portal designed to match applicants and recruiters using specialized generative AI assistants.

"By utilizing applicant-focused CareerBot and recruiter-focused HireBot, Joblet.AI streamlines profile reviews and initial screenings."

The Architecture

Applicants interact with CareerBot, which guides them through profile optimizations, schedules mock interviews, and dynamically parses CV files. On the administrative side, HireBot helps recruiters filter candidate pipelines, generate interview scorecards, and cross-reference skill pools using dense vector queries.

Key Technologies

The system is built on React for the frontend, backed by Firebase for authentication, real-time database syncing, and document storage. The LLM pipelines interface with OpenAI and LangChain APIs to run stateful screening runs.

Impact

Joblet.AI cuts applicant screening timelines by 60%, providing immediate, constructive interview feedback to candidates while giving recruiters clean dashboards of top-fit applicants.

System Architecture

[CLIENT APPLICANT & RECRUITER UIs]
React.js SPA / Web Audio API for Speech-to-Text Mock Interviews
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[AI AGENT PROCESSING GATEWAY]
LangChain Agent Routing / CareerBot & HireBot Chains (OpenAI GPT-4o)
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[DATASTORE & DOCUMENT INDEX]
Firebase Realtime Database (Auth & Chatlogs) / Cloud Storage (Resumes)