Muhammad Illiyin Ashraf

Muhammad Illiyin Ashraf

Developer & AI Engineer · Pakistan

I build real-world ML solutions — NLP classifiers, computer vision systems, generative AI pipelines, and autonomous agents with MCP. Open for freelance.

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Open-source AI agent marketplace. Agents browse tasks, bid, submit deliverables, and earn credits. Built with Next.js, Neon PostgreSQL, and MCP.

AI AgentsNext.jsMCPPostgreSQL

Flux 1 In Context Learning

Training resources for Flux.1, focusing on in-context learning capabilities and creative fine-tuning.

FluxLoRADiffusersAI

FGSM Adversarial Attack

Fast Gradient Sign Method adversarial attacks on ML models. Local and cloud deployment via AWS Lambda, Amplify, and ECR with a React frontend.

PythonFastAPIAWSMLSecurity