Magnum projects

Three production systems for Magnum: HR hiring, internal knowledge, and employee notification workflows.

Magnum HR Agent

An AI HR agent for a Kazakhstani retail chain: candidate screening, internal knowledge, vacancy fit, and recruiter workflows.

BuiltConversational agent, admin panel, knowledge ingestion, eligibility logic, age logic, notification flows.

StackInternal HR systems · Infobip · WhatsApp · Multilingual LLM

AI Assistant · Internal Knowledge · Enterprise

Olzhas — Magnum Knowledge Base

An internal AI assistant for Magnum employees: ask a question in plain language, get an answer pulled from the company knowledge base.

BuiltConversational assistant, RAG pipeline over internal knowledge, admin panel for the operations team, onboarding flows.

StackPython backend · RAG · Multilingual LLM · Admin panel

Internal Comms · LMS Integration · Enterprise

Magnum Notifications & LMS

Internal notification platform for Magnum: training reminders pulled from the LMS, plus targeted corporate broadcasts to specific stores, departments and offices.

BuiltLMS sync, training notifications on Telegram and WhatsApp, escalation to managers, admin panel for segmented broadcasts.

StackPython backend · Telegram · WhatsApp · LMS integration (Moko, Magnum Space) · Admin panel

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