Illiyin

AI/ML Engineer | Generative AI | Agentic AI

I am a Developer & Junior AI Engineer from Pakistan. I love sharing what I know on linkedin.com. For business, illiyindesigns@gmail.com

I build and fine-tune machine learning models across NLP and computer vision: sentiment analysis, topic modeling, text classification, object detection, segmentation, and OCR. I also develop agentic systems using the Model Context Protocol (MCP) for multi-agent workflows and orchestration, alongside Gradio apps, automation scripts, API integrations, and dataset pipelines.

Muhammad Illiyin Ashraf

Areas of Work

  • NLP: sentiment analysis, topic modeling, text classification
  • Computer Vision: detection, segmentation, OCR
  • Agentic Systems: MCP multi-agent workflows and orchestration
  • Generative AI: fine-tuning, Diffusers, image generation pipelines
  • Gradio apps and AI model deployment
  • Automation scripts, API integration, dataset management
  • Web Development: MERN stack, full-stack applications

Technologies

  • Python, PyTorch, TensorFlow, scikit-learn
  • Hugging Face, Diffusers, OpenCV, YOLO
  • LangChain, MCP, OpenAI API
  • JavaScript, C++, MATLAB, MERN
  • AWS, Docker, Git

I focus on turning ideas into practical, AI-driven solutions that work in the real world.