Muhammad Hamd
Full-time
MindKeepr logo

MindKeepr

Full-stack AI Engineer

mindkeepr.com

The Knowledge Retention Company

Role Title

Full-stack AI Engineer

Engagement

Full-time

Timeframe

Feb 2025 – Present

Location Map

Tallinn, Estonia · Hybrid

Project Context & Implementation Narrative

Leading the development of advanced AI-powered knowledge retention systems designed to help organizations seamlessly capture, structure, and deploy their internal knowledge at an enterprise scale.

Architecting and deploying complex agentic AI pipelines that proactively surface the most relevant information exactly when users need it. This system significantly reduces the time required to onboard new team members and actively prevents critical institutional knowledge from being lost during employee transitions.

Engineering solutions across the entire technical stack, from integrating large language models and building robust backend APIs to designing intuitive product interfaces. A major priority in this role is ensuring that all AI behaviors are completely reliable, highly predictable, and safe for mission-critical production environments.

Infrastructure & Languages Utilized

PythonAgentic AILLMsRAGVector Embeddings