Memory Bridge
Skills: TypeScript, JavaScript, Python, SQL, MongoDB, Docker, CI/CD
At Memory Bridge(https://himalayas.app/companies/memory-bridge), we’re tackling one of the hardest problems in AI: Large language models perfect memory while preserving user privacy.
We’re looking for an exceptional ML Engineer who sees beyond simple RAG tutorials and understands that building production-grade memory systems requires deep software engineering expertise first, ML knowledge second. You’ll architect and build the core retrieval engine that powers personalized AI experiences across conversations, privacy-aware filtering, and adaptive memory updates.
This is a rare opportunity to join our team as the founding ML engineer, where your code will directly shape how AI systems remember and learn. If you’re a strong programmer who has evolved into NLP/ML, we should talk.
About You
The ideal candidate has evolved from senior software development into NLP/ML, bringing the architectural thinking and code craftsmanship needed to tackle complex memory persistence, multi-tier retrieval, and real-time personalization challenges that separate production systems from proof-of-concepts. You champion frequent deployments. You believe in shipping code regularly and improving through real-world feedback rather than seeking perfection. You solve problems creatively. You tackle challenges with a can-do attitude, recognizing when to build new features versus strengthening foundations.
Key Responsibilities
Design and implement the core memory subsystem architecture, including storage tiers, retrieval pipelines, and privacy-aware filtering mechanisms Build evaluation frameworks to measure memory retrieval quality, relevance scoring, and augmentation effectiveness with clear metrics and benchmarks Implement sophisticated memory extraction and classification systems that identify, rank, and surface relevant user context from chat histories Research and adapt cutting-edge memory architectures from academic papers and open-source implementations (e.g., MemGPT, Reflexion, cognitive arc …t…
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