AI Engineer – Agent Systems & Persistent Memory
Company: Growhut Technologies Private Limited Type

Full-TimeLocation: Remote Salary: Up to 5
LPA Experience: 0-2 Years

? About Growhut
Growhut is an AI-first product engineering company building production-grade systems at the
intersection of AI, real-time collaboration, and intelligent automation.

We don’t build demos.We build AI systems that run businesses.
A core focus area for us is agent-based AI—systems that reason, learn, act, and improve over
time within complex, real-world workflows.This role is for engineers who have already shipped AI to production and want to go deeper.

? Role Overview
As an AI Engineer at Growhut, you will design, build, and scale AI agents that operate inside
complex workflows with persistent memory, tool usage, and multi-step reasoning.
You will work on systems where:

> Conversations turn into a state
> Memory evolves over time
> Agents execute real tasks, not just generate text

This is a hands-on engineering role, not a research-only position.

? Key Responsibilities




AI Agents & Workflow Orchestration

> Design and build AI agents that can handle complex, multi-step workflows.
> Implement agent behaviors such as:
> Planning
> Tool selection
> Decision-making
> Retry and fallback logic
> Orchestrate agents across asynchronous, event-driven systems.

Persistent Memory Systems (Core Focus)
Design and implement persistent memory architectures for AI agents.

Work with:
1. Long-term vs. short-term memory separation
2. Context anchoring across sessions
3. Memory retrieval and relevance scoring
4. Build hybrid memory systems using:
5. Vector databases
6. Structured stores
7. Knowledge graphs (where applicable)

LLM & Retrieval Engineering
Integrate and optimize LLMs for production use cases.

Build and tune:
1. RAG pipelines 3. Graph-augmented or hybrid retrieval systems
Optimize prompts, context windows, and cost-performance tradeoffs.
Production & Systems Engineering
Deploy AI systems

📌 Artificial Intelligence Engineer (India)
🏢 Velozity
📍 India