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MK

Miska Kaskinen

I'm a GTM Systems Engineer

I architect and build the technical systems that power revenue operations. From AI-driven automation to complex integrations, I create scalable infrastructure that transforms how companies execute their go-to-market strategy.

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Impact by Numbers

Transforming ideas into measurable results through innovative technology solutions

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years of go-to-market experience

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Projects Completed

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Happy Clients

Building the future through AI, automation, and innovative software solutions since 2022

Transforming Ideas Into Intelligent Solutions

With 3+ years and thousands of hours of experience in AI and software development, I specialize in creating intelligent systems that solve real-world problems. From machine learning models to full-stack applications, I bridge the gap between cutting-edge technology and practical business solutions.

Programming & Development

Python, TypeScript, Swift, Rust, Custom Web Scrapers

AI & Machine Learning

CoreML Fine-tuning, BitNet Conversion, Colab Notebooks

Workflow Automation

n8n, Clay.com, Agno, Claude Code, MCP Servers

Cloud Infrastructure

AWS, Google Cloud, Railway, Cloudflare Workers

CRM & API Integrations

HubSpot, Salesforce, Google OAuth, Third-party APIs

Data & Analytics

PostgreSQL, BigQuery, Qdrant, Pandas, Polars

Core Expertise

Proficiency levels based on years of experience and project complexity

Programming & Development 95%
AI & Machine Learning 90%
Workflow Automation 92%
Cloud Infrastructure 88%
API Integrations 94%

Continuous Learning

Committed to staying at the forefront of technology through continuous education, research, and hands-on experimentation with emerging AI and development frameworks.

Research & Development Industry Conferences Open Source Contributions

Latest Insights

Thoughts on AI, automation, and the future of technology

  • I Built My Entire Portfolio Website in One Day Using AI - Here's How You Can Too

    I Built My Entire Portfolio Website in One Day Using AI - Here's How You Can Too

    I rebuilt my entire portfolio website from scratch in one day using AI-assisted coding, then spent three weeks optimizing it to 95+ Lighthouse scores. Here's the exact process you can follow to ship a high-performance site faster than traditional development.

  • Building Secure MCP Servers - What I Learned After Six Months of Trial and Error

    Building Secure MCP Servers - What I Learned After Six Months of Trial and Error

    I've been building and testing Model Context Protocol servers since January 2025. Here's what I learned about security, authentication, and global deployment after six months of trial and error.