Looking for a job

Marty User

@martyuser

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I build production AI systems for industrial monitoring, forecasting, and computer vision.

Iran

Message

What I'm looking for

I'm looking for opportunities to build deployed AI systems, especially in industrial applications, computer vision, time-series forecasting, LLMs, and agentic AI. I'm open to remote work.

I've built production AI systems for mining, heavy industry, and solar power monitoring, turning industrial telemetry into predictive maintenance, forecasting, and operational insights.

At Bistun Kavir, I built 24-hour failure-risk models, vehicle sleep and downtime detection, and a RAG-based monitoring system for querying mining data. I also developed LLM agents that explain vehicle behavior for dispatch and maintenance teams.

I shipped an Iranian mine-gate license plate recognition system using YOLOv8 and a ResNet–BiLSTM–CTC recognizer with multi-frame voting. The system was trained on 27K+ labeled images and covered by 213 automated tests.

Previously at Suniar, I developed solar AC power forecasting and inverter fault-detection pipelines using real-world industrial telemetry. I'm completing a B.Sc. in Industrial Engineering at Yazd University and am especially interested in Transformers, LLMs, and agentic AI systems.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Bistun Kavir

Jan 2025 - Present (1 year 8 months)

Built predictive maintenance and failure-risk models for mining machinery, developed license plate recognition and pothole detection systems, and designed RAG-based monitoring and LLM agents for operational insights.

Python PyTorch YOLOv8 OpenCV RAG PostgreSQL Git Computer Vision Predictive Maintenance Time series Forecasting

Machine Learning Engineer

Suniar

Jan 2024 - Dec 2025 (1 year 11 months)

Developed time-series forecasting models for solar power output, built inverter fault detection pipelines, and engineered features across large multivariate datasets.