soy

Patent lawyer turned AI engineer. Processed 4M patents with local LLM on RTX 5090. Building PatentLLM — AI-powered patent search. Also ranked #1 on Floodgate (shogi AI). Writing about local LLM etc.

Japan Joined on Mar 8, 2026 q07025a@gmail.com https://media.patentllm.org/

soy

Mar 20

How Google Finds Every Restaurant in Japan — And Why Your Full-Text Search Can't

#search #google #sqlite #architecture

5 min read

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soy

Mar 19

OpenAI Acquires Astral (uv / Ruff) — What It Really Means

#devtools #python #productivity

5 min read

soy

Mar 19

The Technical Debt Local AI Must Fix Before It's Too Late — What NemoClaw Says About NVIDIA's Philosophy

#ai #gpu #performance

17 min read

soy

Mar 18

Punching Through NVIDIA NemoClaw's Sandbox to Hit Local vLLM on RTX 5090

#nvidia #ai #docker #linux

4 min read

soy

Mar 16

Why Google Wasn't Indexing My FastAPI Site — The HEAD Request Trap

#fastapi #python #seo #webdev

2 min read

soy

Mar 14

vLLM vs TensorRT-LLM vs Ollama vs llama.cpp — Choosing the Right Inference Engine on RTX 5090

#ai #llm #nvidia #deeplearning

7 min read

soy

Mar 14

Using Python to Load Google Docs into AI — Drive API Minimal Permission Setup

#devtools #python #productivity

5 min read

soy

Mar 14

Hardware Selection for Local LLMs: Overcoming the VRAM Wall with Practical GPU, CPU, and Memory Configurations

#ai #gpu #performance

6 min read

soy

Mar 14

What I Gained from Interacting with Shogi AI: The Path to 1st Place in Floodgate and My Approach to Distilled Models

#ai #machinelearning #llm

3 min read

soy

Mar 14

Turn Conversation Data into Assets with Gemini API: History Export, RAG, and Streamlit

#ai #machinelearning #llm

8 min read

soy

Mar 14

Automating Video Generation with Remotion and VOICEVOX: From Environment Setup to Performance Optimization

#webdev #devops #infrastructure

8 min read

soy

Mar 14

Cloudflare Tunnel Practical Guide: Securely Exposing a Home AI Server Without Port Forwarding

#webdev #devops #infrastructure

6 min read

soy

Mar 14

Automated Google Drive Backup with Rclone: Headless OAuth Authentication and systemd Configuration

#webdev #devops #infrastructure

7 min read

soy

Mar 14

Claude Code Practical Guide: Debugging, Test Automation, and CUDA Environment Setup with Opus 4.6

#devtools #python #productivity

4 min read

soy

Mar 14

I Posted My Patent Search AI to Reddit r/LocalLLaMA and Got 65 Upvotes and Over 20 Questions

#ai #machinelearning #llm

5 min read

soy

Mar 14

Coders at Work — Index of All 15 Programmer Interviews

#devtools #python #productivity

7 min read

soy

Mar 14

RTX 5090 + Nemotron 9B on vLLM — Benchmarks & TRT-LLM Comparison

#ai #gpu #performance

2 min read

soy

Mar 14

Talent Blooms When You Stop Relying on "Motivation": 7 Insights on the "Spring Mind" Left by Genius Mathematician Kiyoshi Oka

#programming #career #beginners

6 min read

soy

Mar 14

Three Months of Code: What a Patent Lawyer Built from Zero

#programming #career #beginners

5 min read

soy

Mar 8

I Built a Free Patent Search Engine with 3.5M US Patents — No Login, Powered by SQLite FTS5

#showdev #sqlite #python #llm

3 min read

soy

Mar 8

Operational Techniques for Automatically Starting vLLM, Flask, and cron with systemd Services in WSL2

#devtools #python #productivity

3 min read

soy

Mar 8

Achieving Bidirectional Integration of Streamlit Backend Flutter Frontend in a WSL2 Environment

#webdev #devops #infrastructure

2 min read

soy

Mar 8

A Regulatory Analysis Dashboard for Fast Searching NITE CHRIP Data using FTS5

#devtools #python #productivity

2 min read

soy

Mar 8

Searching Case Law PDFs with RAG — A Legal AI Search System using Gemini + SQLite FTS5

#devtools #python #productivity

3 min read

soy

Mar 8

google-generativeai google-genai Migration Guide

#devtools #python #productivity

2 min read

soy

Mar 8

Gemini 2.5 Flash x Nemotron 9B — Optimal Division of Roles for Cloud LLM and Local LLM

#ai #machinelearning #llm

3 min read

soy

Mar 8

Reduce API Costs for Large-Scale Document Analysis with Gemini Context Caching

#ai #machinelearning #llm

2 min read

soy

Mar 8

Skit: The Man Obsessed with Claude Code

#devtools #python #productivity

3 min read

soy

Mar 8

Building a Free Research Agent with DuckDuckGo Search + Local LLM

#ai #machinelearning #llm

2 min read

soy

Mar 8

A Daily Report System to Automatically Aggregate Claude Code + Gemini CLI Usage History Every Morning with Cron

#devtools #python #productivity

2 min read

soy

Mar 8

Reducing Token Consumption in Claude Code — FTS5 Knowledge DB + Tiered Index Design

#devtools #python #productivity

2 min read

soy

Mar 8

Implementing Stripe Checkout Billing in PatentLLM

#webdev #devops #infrastructure

2 min read

soy

Mar 8

Building a 5-in-1 App with Local LLM and Flutter

#ai #machinelearning #llm

2 min read

soy

Mar 8

Leveraging Claude Code's MCP Server

#devtools #python #productivity

2 min read

soy

Mar 8

LoRA and FT Are Unnecessary: How to Approach Distilled Models

#ai #machinelearning #llm

2 min read

soy

Mar 8

Lineage of OSS Supporting the AI Development Stack: Its Origins and Creators

#devtools #python #productivity

6 min read

soy

Mar 8

Running NVIDIA Nemotron-Nano-9B-v2-Japanese Locally: Mamba SSM + Thinking Mode Support

#ai #machinelearning #llm

2 min read

soy

Mar 8

Strategic Data Organization Techniques Using SQLite, JSONL, XML, and TSV: Lessons

#devtools #python #productivity

3 min read

soy

Mar 8

Shogi AI with RTX 5090 — Record of TensorRT FP8 Quantization and Floodgate Practical Games

#ai #gpu #performance

2 min read

soy

Mar 8

Practical Guide to Running Nemotron-Nano-9B-v2-Japanese with vLLM and Integrating it into Your Custom Application via an Open...

#ai #gpu #performance

6 min read

soy

Mar 8

Python Environment Management with uv: Introduction and Practical Use of a High-Speed Package Manager Replacing pip/venv

#devtools #python #productivity

3 min read

soy

Mar 8

Automatically Prevent Port Conflicts and Dangerous Commands Proactively with Claude Code's Hooks Feature

#devtools #python #productivity

2 min read

soy

Mar 8

Giving a 'Brain' to Minecraft NPCs with a Local LLM — Nemotron + Mineflayer Implementation Notes

#ai #machinelearning #llm

3 min read

soy

Mar 8

Exposing Multiple Web Applications from a Home Server with Cloudflare Tunnel + Caddy

#webdev #devops #infrastructure

2 min read

soy

Mar 8

Personal AI Development Environment Built with RTX 5090 + WSL2 — A Practical Setup Fully Utilizing 32GB GPU

#ai #gpu #performance

2 min read

soy

Mar 8

Individual Developer's Portfolio Strategy: Running 13 Projects on a Single RTX 5090

#ai #gpu #performance

2 min read

soy

Mar 8

Using Local LLMs as a "Batch Processing Engine" — A Design for Automatically Generating Artifacts from Your Own Data

#ai #machinelearning #llm

10 min read

soy

Mar 8

Fast Searching 4 Million Patent Records with FTS5

#ai #machinelearning #llm

2 min read

1 Week Community Wellness Streak

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