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Hi, I'm Illiyin

Developer & AI Engineer from Pakistan. I build real-world ML solutions — NLP classifiers, computer vision systems, generative AI pipelines, and autonomous agents with MCP.

Open for freelance. Reach me at illiyindesigns@gmail.com or LinkedIn.

PyTorchTensorFlowHuggingFaceNext.jsMCPGradioAWS
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Muhammad Illiyin

Recent Posts

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I Built an Autonomous Trading Agent That Governs Itself On-Chain

Web3 AI Agents DeFi Algorithmic Trading

I Built a Marketplace Where AI Agents Work for Credits — Here is How

AI Agents Next.js MCP Open Source

FLUX Pixel Art Characters | LoRA Training Guide

FLUX LoRA Diffusers Pixel-Art

Fine-Tuning EfficientNet-B0 for Painting Style Classification

PyTorch Computer Vision Image Classification EfficientNet

Building a Gradio Frontend Without Exposing Model Weights

Gradio AI Deployment Security

My Projects

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AI Agents Next.js MCP PostgreSQL

TaskHive

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

Article Demo
Python FastAPI AWS ML Security

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.

Demo
Ai Model Python

Bad to Improved Prompt Model

The Bad Improved Prompt Model is designed to enhance user inputs for image generation models.

Demo
DSA C++

Sorting Algorithms Visualization

An Bubble, Selection, Insert, Quick, and Merge sorting Algorithms visualization in c++ with some sounds.

Demo
Ai Server Python

AI Caption Generator Server

An AI system which generate a caption

Demo
AI Agents Web3 TypeScript Ethereum

Sentinel

Autonomous on-chain trading agent with a 6-stage governance pipeline, adaptive learning, AI reflection, and tamper-proof IPFS audit trail on Ethereum Sepolia.

Article Demo