Hanif Ali Sohag
Ai Engineer @Nutrien
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WORK HISTORY
Ai Engineer @Nutrien
Saskatoon, SK, CA
Building AI agents, RAG systems, and multimodal applications at Nutrien, focusing on automation and intelligent decision support.
EDUCATION
University of Saskatchewan
Master of Science - MS, Electrical Engineering
Khulna University of Engineering and Technology
Bachelor of Engineering (B.Eng.), Electrical and Electronics Engineering
ABOUT HANIF ALI SOHAG
As a Senior Machine Learning Engineer and Full-Stack AI Architect, I bring over 6 years of experience building high-ROI artificial intelligence ecosystems. I specialize in the complete AI lifecycle—from training and optimizing Generative AI, Vision-Language Models (VLMs), and real-time Computer Vision pipelines, to deploying them across industrial Edge hardware (NVIDIA Jetson) and scalable cloud infrastructure (AWS/Azure/GCP).Whether I am reducing industrial cycle times by 80% through autonomous monitoring or architecting front-end dashboards to interface with LangChain SQL agents, my focus is always on translating complex ML research into robust, production-ready solutions. What I\'m currently working on: • Architecting autonomous Agentic Workflows using LangChain, RAG, and n8n. • Building Multimodal Digital Twins and industrial vision systems that combine live sensor fusion with LLM reasoning. • Developing Automated Faceless Media Pipelines leveraging FFmpeg and generative audio/video models. Core Tech Arsenal: GenAI & Vision: PyTorch, Transformers, VLMs, YOLO, Open3D MLOps & Infrastructure: Docker, Kubernetes, AWS SageMaker, vLLM, TensorRT-LLM Full-Stack & Edge: Python, Next.js, TypeScript, C++, MQTT, ROS2 Let\'s connect! I am always open to discussing AI architecture, agentic workflows, or innovative ML deployments.
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