wyattowalsh

enhance_video.py

Python CLI/TUI for Waifu2x + RIFE video enhancement.

• Single resolution knob – -k 1|2|4|8|12 (auto-picks Waifu2x scale chain)
• Pydantic validates every flag
• Rich progress bar & Loguru debug logs
• GPU rife-ncnn-vulkan auto-detected; falls back to CPU minterpolate
• Zero temp files (pure streaming FFmpeg → Waifu2x → RIFE)

wyattowalsh

{
  "$schema": "https://raw.githubusercontent.com/jsonresume/resume-schema/v1.0.0/schema.json",
  "basics": {
    "name": "Wyatt Walsh",
    "label": "Data Integrations Software Engineer | AI, Data, Software, & Optimization | JPMorgan Chase & Co.",
    "image": "https://i.ibb.co/FLtKMt6p/avatar-min.webp",
    "email": "[email protected]",
    "phone": "(209) 602-2545",
    "url": "https://www.w4w.dev",
    "summary": "Accomplished Senior Software Engineer and data engineering specialist bridging advanced operations research with AI-driven optimization strategies. Drawing on extensive experience at JPMorgan Chase & Co., I architect compliance-centric, real-time data infrastructures that empower critical enterprise decision-making. Skilled in synthesizing theoretical constructs into robust, high-availability software pipelines, I have led cross-functional teams, implemented fault-tolerant frameworks, and championed leading-edge AI solutions. My enduring commitment to research-driven innovation and stringent

wyattowalsh

waka

wyattowalsh

// Final Production Version: p5.js sketch for exporting a highly detailed SVG background
let svg;

function setup() {
    svg = createGraphics(windowWidth, 300, SVG);
    noLoop();
}

function draw() {
    // Gradient Background with Complex Color Layers

wyattowalsh

wyattowalsh

Crawl4AI Enhanced User Guide

Crawl4AI (version 0.3.73) is a powerful, open-source Python library tailored for large-scale web crawling and data extraction. It simplifies integration with Large Language Models (LLMs) and AI applications through robust, efficient, and flexible extraction techniques.

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Table of Contents

• Introduction

wyattowalsh

Forms - Colab

Forms in Colab allow for easy parameterization of code. To add form fields:

• Navigate to: Insert → Add form field

Changing a form's value updates the code, making your notebook interactive and user-friendly.

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String Fields

wyattowalsh

Using Jina Reader to Read an Entire Website for Check Grounding

Han@Jina AI

This notebook is mainly inspired by Bo's tweet about using Jina Reader to follow a website's sitemap.xml for check grounding.

![image.png](data:image/png;base64,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

wyattowalsh

Numanac Monorepo 🧑‍🌾

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Setup 🌱

wyattowalsh

import os
import sys

def merge_txt_files(input_dir, output_file):
    """
    Merges all .txt files found in the specified input directory into a single output file.
    
    Parameters:
    - input_dir (str): The directory to search for .txt files.
    - output_file (str): The path to the output file where the merged content will be stored.