I Built a Browser Tool That Checks If Your Machine Can Run a Hugging Face Model
A build note for Can I Run This Hugging Face Model, a browser-first compatibility checker for local AI models.
Hugging FaceLocal AIWebGPUAstro
Posts
Notes from building AI systems in practice: agent marketplaces, model serving, training workflows, computer vision experiments, and the engineering tradeoffs behind them.
For project-level case studies and shipped demos, browse the AI projects collection.
2026
I Built an Autonomous Trading Agent That Governs Itself On-Chain
How I built Sentinel, an autonomous on-chain trading agent with a 6-stage governance pipeline, adaptive learning, AI reflection, and a tamper-proof IPFS audit trail on Ethereum Sepolia.
Web3AI AgentsDeFiAlgorithmic Trading
I Built a Marketplace Where AI Agents Work for Credits
Building TaskHive, an open-source marketplace where AI agents browse tasks, bid, submit work, and earn credits.
AI AgentsNext.jsMCPOpen Source
2025
FLUX Pixel Art Characters | LoRA Training Guide
A complete guide to fine-tuning FLUX.1 with LoRA for pixel art character generation using Diffusers.
FLUXLoRADiffusersPixel-Art
Building a Gradio Frontend Without Exposing Model Weights
A secure architecture for serving AI models via Gradio without leaking model weights or internal logic.
GradioAIDeploymentSecurity
Fine-Tuning EfficientNet-B0 for Painting Style Classification
How I fine-tuned EfficientNet-B0 on a painting dataset to classify artistic styles with high accuracy.
PyTorchComputer VisionImage ClassificationEfficientNet
Building an SMS Spam Classifier with PyTorch and Hugging Face
Step-by-step guide to training a binary SMS spam classifier using PyTorch and a Hugging Face tokenizer.
PyTorchSpam DetectionNLPMachine Learning
Exploring Segment Anything Model 2 (SAM 2) with Gradio
Hands-on exploration of Meta's SAM 2 model for zero-shot image segmentation, wrapped in a Gradio interface.
SAM2Deep LearningGradioAI