# MirAI Tech「ミライテック」 | IT Consulting - AI/ML Workloads - Linux Server
MirAI Tech is dedicated to providing innovative and cutting-edge technology specializing in AI solutions to clients.

## Services

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#### Machine Learning & AI

Leverage advanced technologies to drive insights and efficiency in your operations.

#### Software Development

Custom coding solutions designed to meet your unique business requirements.

#### Linux Server Optimization

Enhance the performance and reliability of your server infrastructure.

## Portfolio

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#### 🔬 AI & Machine Learning Expert for Medical Image Processing

Deep Learning Solutions

#### 🐧 Linux Troubleshooting & Consulting

AI & Research-Focused Systems Expert

#### 🚀 Docker Containerization & Optimization

Linux & AI/ML Environments

#### ⚡ Automate Tasks with Custom Python & Bash Scripts

Linux Expert

#### ⚙️ VMs, Linux Containers & Automated Installations

Linux Expert

## Contact Us

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## ⚙️ VMs, Linux Containers & Automated Installations

Gig Title: ⚙️ Create Virtual Machines or Containers with LXD, LXC, VirtualBox, or Raspberry Pi Images

Gig Description: Need a lightweight virtual machine, container, or Pi-based environment for testing, deployment, or development? We will help you build clean and reproducible setups using LXD, LXC, VirtualBox, or a physical Raspberry Pi.

We can also automate installations using cloud-init, so your environments are ready to go on first boot.

✅ LXD/LXC container setup (Ubuntu/Debian preferred)
✅ VirtualBox VM creation with custom specs
✅ Raspberry Pi ubuntu installation and headless setup
✅ cloud-init provisioning (user setup, packages, configs)
✅ Networking, storage, and snapshot management
✅ Custom SD card image preparation for Raspberry Pi
✅ Minimal, efficient, and production-grade environments \

Whether you need a throwaway container, a persistent virtual machine, or a ready-to-boot Raspberry Pi system, we will get it configured and optimized for your use case.

🔹 Why Work With Us
✔ Extensive Linux experience for system-level automation
✔ Clean, efficient, and well-documented code
✔ Custom solutions tailored to your exact needs

📌 Contact us to discuss your requirements!

💰 Price Range: $50 - $500+
🔹 Basic ($50 - $90) – Single LXD/LXC container or basic Raspberry Pi ubuntu installation
🔹 Standard ($90 - $200) – Custom VirtualBox VM builds, complex container setups, or Pi headless config with basic cloud-init
🔹 Premium ($200 - $500+) – Advanced networking, storage, snapshot management, and full cloud-init automation for complex environments

- Client: No Preference
- Date: June 2025
- Service: Linux Expert
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## 🚀 Docker Containerization & Optimization

Gig Title: 🚀 Docker Containerization & Optimization | Linux & AI/ML Environments

Gig Description: Want to containerize your applications for seamless deployment, scalability, and efficiency? As a Linux expert with 15+ years of experience and a background in AI, machine learning, and medical image processing, we specialize in:

✅ Docker Containerization – Creating Docker images & Dockerfiles for your applications or web apps
✅ AI/ML & Research Environments – Containerizing PyTorch, CUDA, ROCm, and HPC setups
✅ Microservices & Orchestration – Structuring applications for modular and scalable deployment \

✅ Performance & Security Optimization – Reducing image size, improving runtime efficiency, and securing containers
✅ 🔐 Rootless Docker – Support for user-space Docker setups, including integration with VSCode devcontainers for secure and flexible development environments.

We can help you containerize and optimize your applications for smooth operation in any Linux environment.

🔹 Why Work With Us
✔ Strong Linux background for system-level optimization
✔ Custom-tailored solutions for efficient, scalable deployments
✔ Expertise in AI, ML, and research-driven computing environments
✔ Clear documentation & support for easy integration

📌 Contact us before placing an order to discuss your specific needs! Let’s containerize your application the right way!

💰 Price Range: $150 - $800+
🔹 Basic ($150 - $300) – Simple Dockerfile creation, containerizing a single app
🔹 Standard ($300 - $800) – Complex Dockerfile creation, multi-container setups, Docker Compose, AI/ML environments
🔹 Premium ($800+) – Kubernetes deployment, security optimization, scalable architectures

- Client: No Preference
- Date: April 2025
- Service: AI & Machine Learning
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## 🐧 Linux Troubleshooting & Consulting

Gig Title: 🐧 Linux Troubleshooting & Consulting | AI & Research-Focused Systems Expert

Gig Description: Need expert Linux support for AI, machine learning, or research environments? With 15+ years of experience in high-performance computing and medical imaging applications, we specialize in:

✅ System Troubleshooting – Fixing errors, dependencies, and performance issues
✅ AI/ML Environment Setup – Optimizing Linux for PyTorch, CUDA, ROCm, etc.
✅ Server & Workstation Optimization – Performance tuning for server applications and research & AI workloads \

✅ Troubleshoot Boot Issues – Diagnose and fix problems preventing your system from starting correctly
✅ Security & Stability Enhancements – Hardening Linux systems for robust operation

I transitioned from a machine learning research role to freelancing, bringing deep technical expertise in AI, image processing, and Linux-based systems. Whether you’re a researcher, developer, or startup, I can help you set up, optimize, and troubleshoot your Linux environment for maximum efficiency.

🔹 Why Work With Us
✔ Experienced in AI and research-driven Linux systems
✔ Deep understanding of GPU computing & high-performance setups
✔ Fast and effective troubleshooting & consulting
✔ Clear communication & tailored solutions

📌 Contact us before placing an order to discuss your specific needs! Let’s get your Linux system running smoothly!

💰 Price Range: $100 - $800+
🔹 Basic ($100 - $250) – Fix minor issues, optimize settings, basic troubleshooting
🔹 Standard ($250 - $500) – AI/ML environment setup, advanced system debugging
🔹 Premium ($800+) – Full system audit, custom Linux solutions, server performance tuning

- Client: No Preference
- Date: April 2025
- Service: Linux Troubleshooting & Consulting
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## 🔬 AI & Machine Learning Expert for Medical Image Processing

Gig Title: 🔬 AI & Machine Learning Expert for Medical Image Processing | Deep Learning Solutions

Gig Description: Are you looking for a skilled AI and machine learning expert to develop cutting-edge solutions for medical image processing? With a strong background in research and industry applications, we specialize in:

✅ Medical Image Analysis – Segmentation, classification, detection (MRI, CT, X-ray, ultrasound)
✅ Deep Learning & AI Models – CNNs, Transformers, GANs for medical imaging
✅ Preprocessing & Enhancement – Noise reduction, denoising, super-resolution
✅ Algorithm Development – Custom AI models for healthcare applications
✅ Automation & Custom Solutions – AI-powered pipelines for diagnostic imaging

I transitioned from a postdoctoral research role to freelancing to bring innovative AI solutions to real-world applications. Whether you need a proof-of-concept, a fully functional AI model, or optimization of an existing pipeline, I’m here to help!

🔹 Why Work With Us
✔ PhD-level expertise in medical image processing
✔ Proven experience in research & practical AI applications
✔ Tailored solutions to fit your project needs
✔ Clear communication & on-time delivery

📌 Contact us to discuss your requirements before placing an order! Let’s bring AI innovation to medical imaging together!

💰 Price Range: $300 - $1,500+
🔹 Basic ($300 - $500) – Simple preprocessing or enhancement scripts, small AI models
🔹 Standard ($500 - $800) – AI-based segmentation/classification, deep learning model training
🔹 Premium ($800 - $1,500+) – Full AI pipeline development, custom model training & deployment

- Client: No Preference
- Date: April 2025
- Service: AI & Machine Learning
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## ⚡ Automate Tasks with Custom Python & Bash Scripts

Gig Title: ⚡ Automate Tasks with Custom Python & Bash Scripts | Linux Expert

Gig Description: Need to automate repetitive tasks and streamline your workflow? As a Linux expert with a strong background in AI, machine learning, and research computing, we specialize in:

✅ Bash & Shell Scripting – Automating system tasks, backups, monitoring, and cron jobs
✅ Python Scripting – Data processing, file handling, and workflow automation
✅ AI/ML & Research Automation – Setting up training pipelines, data preprocessing, and deployment scripts
✅ Server & DevOps Tasks – Automating deployments, log monitoring, and system maintenance
✅ Custom CLI Tools – Developing command-line utilities tailored to your needs

Whether you need a simple script or a more advanced automation solution, we can develop efficient and optimized scripts for your Linux environment.

🔹 Why Work With Us
✔ Extensive Linux experience for system-level automation
✔ Strong background in AI, ML, and research computing
✔ Clean, efficient, and well-documented code
✔ Custom solutions tailored to your exact needs

📌 Contact us before placing an order to discuss your requirements! Let’s automate your workflow and boost efficiency!

💰 Price Range: $150 - $900+
🔹 Basic ($150 - $300) – Small automation scripts, simple CLI tools
🔹 Standard ($300 - $500) – More complex scripts or CLI tools, multi-step automation
🔹 Premium ($500 - $900+) – Full workflow automation, AI/ML pipeline scripting

- Client: No Preference
- Date: April 2025
- Service: Linux Expert
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