role: SWE-1
domain: Industrial Automation & Manufacturing AI
exploring: LLMs · RAG · LangChain · LangGraph · AI Agents
mission: Ship AI that works in production — not just in notebooks- 🔭 Currently building industrial computer-vision inference pipelines — detection → crop → OCR → classification → deployment
- ⚡ Deep interest in model optimization (OpenVINO, quantization) and low-latency inference
- 🐳 Comfortable owning the full lifecycle: data → training → containerized deployment
- 🌱 Actively growing into LLM/RAG application development and agentic systems
AI / Machine Learning
Computer Vision
Generative AI
Backend & Deployment
Databases
Development
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Computer Vision · YOLO · OCR · CNN · OpenVINO · Docker End-to-end AI system for reading analog & digital industrial meters in production environments.
📈 98% real-world accuracy · ~50% latency reduction |
CV · PLC/Modbus · React · D3.js · SQL Server · Python/C# Inspection platform covering 72 regions of a spinneret with automated defect detection.
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YOLO · OpenCV · OCR · Python Full pipeline for detecting vehicle plates and extracting plate numbers from real-world images.
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NLP · Hugging Face · Django · Python API-driven sentiment classifier for social media text using modern NLP models.
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Computer Vision
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Generative AI
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ML Engineering
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