REUBEN
ROUSE

ML Engineer

/ MACHINE LEARNING

/ COMPUTER VISION

/ AGENTIC AI

BASED IN MUMBAI

Experience with LLM fine tuning, agentic AI and computer vision projects.
Actively exploring ML research and looking to contribute to meaningful projects.

Work Experience

Harman Connected Services

Built a LangGraph agent that auto-generates Jira epics, stories, and tasks from unstructured requirement docs using RAG, saving ~3 hrs of manual ticket creation per sprint.
Integrated Atlassian REST APIs and MCP for conversational Jira interaction and project automation.
Ported Scaled-YOLOv4 to Tenstorrent TT-SIM for edge hardware execution; PR merged into the upstream repository.
Building a multimodal RAG ingestion pipeline (Unstructured + Qdrant) for enterprise documents spanning PDFs, tables, and images.

LangGraph
RAG
Agentic AI
Atlassian REST APIs
MCP
Qdrant
Unstructured
Tenstorrent TT-SIM
Python

HT Labs

Projects

Explore my projects where I attempt to solve real-world problems through hands-on machine learning and AI applications. Each project reflects practical experience in tackling diverse challenges.