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Harshit Vashisth
Junior AI Engineer specializing in LLMs, RAG systems, and MLOps
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About
Robotics software engineer who built an end-to-end system ("justmatrix"), focusing on multi-agent orchestration and a multi-RAG retrieval backend/API. Has hands-on ROS experience, including a custom node for reliable high-frequency sensor data routing, plus deployment automation using Docker, Kubernetes, and CI/CD.
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Key Strengths
- Built an end-to-end core software system (Justmatrix)
- Designed and implemented a multi-agent orchestration layer with task-specialized agents
- Reduced latency and agent conflicts via parallel execution
- Improved robustness with inter-agent validation, structured outputs, and fallback paths
- Built custom ROS node for reliable high-frequency sensor data routing to multiple consumers
- Implemented distributed topic-based communication with standardized interfaces, namespacing, and synchronization
- Experience deploying with Docker, Kubernetes, and CI/CD automation
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