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Michael Garcia

Python automation engineer. I build trading bots, AI agents, and autonomous systems. Available for hire.

Location Sacramento, CA Joined Joined on  Personal website https://www.upwork.com/freelancers/~mikeg7998

Education

Self-taught - built 12 autonomous bots from scratch in 30 days

Work

Python Automation Engineer & AI Bot Developer

Kalshi trading bot architecture open source

Kalshi trading bot architecture open source

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5 min read
I Built an x402 Server That Lets AI Agents Pay Me While I Sleep

I Built an x402 Server That Lets AI Agents Pay Me While I Sleep

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2 min read
masterclaw.dev — Pay-per-call AI APIs with x402

masterclaw.dev — Pay-per-call AI APIs with x402

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1 min read
FastAPI + Telegram: Building a Real-Time Alert Bot in 30 Minutes

FastAPI + Telegram: Building a Real-Time Alert Bot in 30 Minutes

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8 min read
Building a Multi-Lane Autonomous Income System with Python and Claude AI

Building a Multi-Lane Autonomous Income System with Python and Claude AI

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8 min read
How I Built a Trading Bot That Scans 15,000 Kalshi Markets Automatically

How I Built a Trading Bot That Scans 15,000 Kalshi Markets Automatically

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7 min read
From Zero to Python Automation Engineer: My 30-Day Build Log

From Zero to Python Automation Engineer: My 30-Day Build Log

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8 min read
Kalshi API Deep Dive: RSA-PSS Auth, Market Scanning, and Edge Detection in Python

Kalshi API Deep Dive: RSA-PSS Auth, Market Scanning, and Edge Detection in Python

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8 min read
How I Use Claude AI as a Brain for My Trading Bots

How I Use Claude AI as a Brain for My Trading Bots

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8 min read
The MASTERCLAW Architecture: Running 12 Autonomous Python Bots on One VPS

The MASTERCLAW Architecture: Running 12 Autonomous Python Bots on One VPS

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9 min read
Sink or Swim: How Your Web Agency Survives the AI Winter

Sink or Swim: How Your Web Agency Survives the AI Winter

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7 min read
Sink or Swim: How Your Web Agency Survives the AI Winter

Sink or Swim: How Your Web Agency Survives the AI Winter

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6 min read
Running Oracle Database on Kubernetes: Separating Myth from Modern Reality

Running Oracle Database on Kubernetes: Separating Myth from Modern Reality

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6 min read
Building a Content Publishing Bot: From Zero to 17 Dev.to Articles Automatically

Building a Content Publishing Bot: From Zero to 17 Dev.to Articles Automatically

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8 min read
Running Oracle Database on Kubernetes: Debunking the Myths and Embracing Modern Reality

Running Oracle Database on Kubernetes: Debunking the Myths and Embracing Modern Reality

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6 min read
Is Apache Spark Skills Absolutely Essential to Crack a Data Engineering Role?

Is Apache Spark Skills Absolutely Essential to Crack a Data Engineering Role?

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6 min read
Is Apache Spark Skills Absolutely Essential to Crack a Data Engineering Role?

Is Apache Spark Skills Absolutely Essential to Crack a Data Engineering Role?

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6 min read
Understanding ReLU Networks as Hash Table Lookups: A Bridge Between Deep Learning and Associative Memory

Understanding ReLU Networks as Hash Table Lookups: A Bridge Between Deep Learning and Associative Memory

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6 min read
Stop Copy-Pasting Validation Logic: A Complete Guide to Validex and Tree-Shakeable Zod Schemas

Stop Copy-Pasting Validation Logic: A Complete Guide to Validex and Tree-Shakeable Zod Schemas

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6 min read
Python Automation That Earned $3,500: Building a Sports Betting Analysis System

Python Automation That Earned $3,500: Building a Sports Betting Analysis System

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7 min read
How to Automate Upwork Proposals with Python (Real Code Inside)

How to Automate Upwork Proposals with Python (Real Code Inside)

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7 min read
FastAPI + Telegram: Building a Real-Time Alert Bot in 30 Minutes

FastAPI + Telegram: Building a Real-Time Alert Bot in 30 Minutes

1
Comments
7 min read
Building a Multi-Lane Autonomous Income System with Python and Claude AI

Building a Multi-Lane Autonomous Income System with Python and Claude AI

Comments
8 min read
How I Built a Trading Bot That Scans 15,000 Kalshi Markets Automatically

How I Built a Trading Bot That Scans 15,000 Kalshi Markets Automatically

Comments
8 min read
Should You Practice Pandas for Data Science Interviews? A Complete Guide for New Grads

Should You Practice Pandas for Data Science Interviews? A Complete Guide for New Grads

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7 min read
The Economics of CI Pricing: A Framework for Fair Runner Costs

The Economics of CI Pricing: A Framework for Fair Runner Costs

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6 min read
Building a Developer Collaboration Platform: Engineering Real-Time Teamwork at Scale

Building a Developer Collaboration Platform: Engineering Real-Time Teamwork at Scale

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6 min read
FastAPI + OCR Pipeline: Should You Use BackgroundTasks or Celery? A Complete Guide

FastAPI + OCR Pipeline: Should You Use BackgroundTasks or Celery? A Complete Guide

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6 min read
Implementing Automated Post Filtering for Community Management: A Technical Deep Dive

Implementing Automated Post Filtering for Community Management: A Technical Deep Dive

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6 min read
The Application Lifecycle Problem Nobody Talks About Until 3 AM

The Application Lifecycle Problem Nobody Talks About Until 3 AM

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7 min read
Scaling Flask for High-Concurrency I/O: From Thread Starvation to Async Mastery

Scaling Flask for High-Concurrency I/O: From Thread Starvation to Async Mastery

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6 min read
Working as a Data Engineer in a Bank: Technical Realities, Trade-offs, and Practical Strategies for Success

Working as a Data Engineer in a Bank: Technical Realities, Trade-offs, and Practical Strategies for Success

1
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7 min read
Scaling Community Moderation: A Technical Deep Dive into Handling Growth in Large Online Communities

Scaling Community Moderation: A Technical Deep Dive into Handling Growth in Large Online Communities

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6 min read
Flask is Great! A Python Developer's Journey from Machine Learning to Web Backend

Flask is Great! A Python Developer's Journey from Machine Learning to Web Backend

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6 min read
numpy-ts 1.2.0: Achieving NumPy Parity in TypeScript with float16 Support and Bit-for-Bit RNG Matching

numpy-ts 1.2.0: Achieving NumPy Parity in TypeScript with float16 Support and Bit-for-Bit RNG Matching

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6 min read
Building Better Community Moderation Systems: Managing Low-Quality Content at Scale

Building Better Community Moderation Systems: Managing Low-Quality Content at Scale

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5 min read
How We Trapped 1.4 Million Bots and Hackers Using a Kubernetes Honeypot (And What They Taught Us)

How We Trapped 1.4 Million Bots and Hackers Using a Kubernetes Honeypot (And What They Taught Us)

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6 min read
The Centralization Problem: Why Flathub's Dominance Threatens Linux Desktop Freedom

The Centralization Problem: Why Flathub's Dominance Threatens Linux Desktop Freedom

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6 min read
A Comprehensive Guide to the Best Flask Tutorials for Beginners: Master Web Development from Zero to Hero

A Comprehensive Guide to the Best Flask Tutorials for Beginners: Master Web Development from Zero to Hero

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7 min read
Your Complete Roadmap to Breaking Into Web Development: A Practical Guide to Building an Unstoppable Career

Your Complete Roadmap to Breaking Into Web Development: A Practical Guide to Building an Unstoppable Career

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7 min read
The litellm Supply Chain Attack: How I Audited My Dependencies and What You Should Do Now

The litellm Supply Chain Attack: How I Audited My Dependencies and What You Should Do Now

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6 min read
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