Skip to content
View MAKaminski's full-sized avatar
:atom:
:atom:
7 followers · 37 following

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Block or report MAKaminski

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MAKaminski/README.md

👋 Hi there! I'm MAKaminski

Typing SVG

🚀 Transforming data into insights, code into solutions

Profile Views GitHub User's stars GitHub followers Website

🔮 Cursor Token Usage (Enterprise)

Cursor Usage

Stored in data/cursor_usage.db (SQLite). Hourly refresh via workflow. Project allocation in by_project. Requires CURSOR_API_KEY (Enterprise).

Operational details and troubleshooting: data/README.md.

📍 Interaction Tracker (Beta)

Total Page Views Real Human Views AI Views Human Clicks AI Clicks Feature Uses Both

Conversion rates are calculated live in the interactive feature (overall, human, and AI).

🌐 Website Views Tracker (Portfolio Sites)

Portfolio Views Total Portfolio Real Human Views Portfolio AI Views Portfolio Clicks Human Portfolio Clicks AI Portfolio Clicks Both

lace-luxx.com Views modular-equity.com Views michael-kaminski.io Views

Per-site and portfolio conversion rates are calculated in the Website View Intelligence feature.

🧮 Embedded Calculator Logic (on GitHub page)

Profile conversion calculator code

function conversionRate(clicksBoth, pageViewsTotal) {
  if (!pageViewsTotal) return 0;
  return (clicksBoth / pageViewsTotal) * 100;
}

function segmentedProfileRates(clicksHuman, clicksAI, realHumanViews, aiViews) {
  return {
    humanCR: realHumanViews ? (clicksHuman / realHumanViews) * 100 : 0,
    aiCR: aiViews ? (clicksAI / aiViews) * 100 : 0
  };
}

Portfolio conversion calculator code

function portfolioRate(portfolioClicksBoth, portfolioViewsTotal) {
  if (!portfolioViewsTotal) return 0;
  return (portfolioClicksBoth / portfolioViewsTotal) * 100;
}

function segmentedPortfolioRates(portfolioClicksHuman, portfolioClicksAI, portfolioRealHumanViews, portfolioAIViews) {
  return {
    humanCR: portfolioRealHumanViews ? (portfolioClicksHuman / portfolioRealHumanViews) * 100 : 0,
    aiCR: portfolioAIViews ? (portfolioClicksAI / portfolioAIViews) * 100 : 0
  };
}

Per-site conversion calculator code

function siteRates(siteClicksBoth, siteViewsTotal, siteClicksHuman, siteRealHumanViews, siteClicksAI, siteAIViews) {
  return {
    totalCR: siteViewsTotal ? (siteClicksBoth / siteViewsTotal) * 100 : 0,
    humanCR: siteRealHumanViews ? (siteClicksHuman / siteRealHumanViews) * 100 : 0,
    aiCR: siteAIViews ? (siteClicksAI / siteAIViews) * 100 : 0
  };
}

Data key storage is documented below in Tracker Storage Key Maps.

🧱 Tracker Storage Key Maps

Profile tracker view storage (namespace makaminski_profile_interactions_v2)

Saved at: https://abacus.jasoncameron.dev/get/makaminski_profile_interactions_v2/<key>

page_views_total
page_views_human
page_views_ai
real_human_page_views

Profile tracker click storage (namespace makaminski_profile_interactions_v2)

Saved at: https://abacus.jasoncameron.dev/get/makaminski_profile_interactions_v2/<key>

clicks_human
clicks_ai
clicks_both

Portfolio website view storage (namespace makaminski_site_views_v1)

Saved at: https://abacus.jasoncameron.dev/get/makaminski_site_views_v1/<key>

portfolio_views_total
portfolio_views_human
portfolio_views_ai
portfolio_real_human_views

Portfolio website click storage (namespace makaminski_site_views_v1)

Saved at: https://abacus.jasoncameron.dev/get/makaminski_site_views_v1/<key>

portfolio_clicks_human
portfolio_clicks_ai
portfolio_clicks_both

lace-luxx.com key storage

site_lace_luxx_com_views_total
site_lace_luxx_com_views_human
site_lace_luxx_com_views_ai
site_lace_luxx_com_real_human_views
site_lace_luxx_com_clicks_human
site_lace_luxx_com_clicks_ai
site_lace_luxx_com_clicks_both

modular-equity.com key storage

site_modular_equity_com_views_total
site_modular_equity_com_views_human
site_modular_equity_com_views_ai
site_modular_equity_com_real_human_views
site_modular_equity_com_clicks_human
site_modular_equity_com_clicks_ai
site_modular_equity_com_clicks_both

michael-kaminski.io key storage

site_michael_kaminski_io_views_total
site_michael_kaminski_io_views_human
site_michael_kaminski_io_views_ai
site_michael_kaminski_io_real_human_views
site_michael_kaminski_io_clicks_human
site_michael_kaminski_io_clicks_ai
site_michael_kaminski_io_clicks_both

🎯 About Me

class Profile:
    def __init__(self):
        self.name = "MAKaminski"
        self.role = "Technology Executive & Product/Engineering Leader"
        self.passions = ["Fintech", "Product Strategy", "Data & Analytics", "Automation"]
        self.current_focus = "Building data-driven products and automation systems"
        self.favorite_ide = "VS Code + AI tooling"
        self.background = {
            "location": "Atlanta, GA",
            "leadership": ["Technology Strategy", "Product & Engineering Execution", "Finance + Analytics"],
            "focus_areas": ["Fintech", "Automation", "Data Platforms", "Applied AI"]
        }
        
    def say_hi(self):
        print("Thanks for dropping by! Let's build something amazing together! 🚀")
        print(f"Coding with {self.favorite_ide} ✨")

me = Profile()
me.say_hi()

🔭 Currently working on: Fintech, analytics, and automation projects
🌱 Learning: Applied AI patterns for business and product systems
💡 Ask me about: Product strategy, engineering execution, data platforms, and automation
⚡ Fun fact: I can speak fluent SQL to databases and Python to computers
🎵 Music: Open Spotify profile

📊 GitHub Analytics & Interactive Stats

Auto-refreshed every 10 minutes via GitHub Actions. Private contribution signals included when GitHub visibility/API permits.

GitHub Stats (All Commits, Private-Aware) GitHub Streak

GitHub Profile Summary

📈 Private-Aware Detailed Stats & Graphs

Commits by Hour Repository LOC Mix (Relative) Top Languages (Relative LOC) Most Used Languages Contribution Activity

🔎 Metric Coverage

  • Clicks: tracked in the Interaction Tracker and Website Views Tracker sections above.
  • Lines of Code (relative): represented by language/repository distribution cards.
  • Commits & Git activity: represented by all-commit stats, streaks, and contribution graph.
  • Private contributions: surfaced where allowed by GitHub visibility and profile settings.

🏆 Achievement Showcase

Trophies

🧪 Interactive Feature: Conversion Ping Lab

Click-to-Track Interactive Feature

This metric board is embedded directly on GitHub via live badges and calculator code blocks. (No separate subpage required for core tracking data.)

Jump to profile calculator code

Tracker Beside Feature

Feature uses both
Human clicks
AI clicks

🌐 Interactive Feature: Website View Intelligence

Website View Intelligence Lab

Track and compare views/clicks across lace-luxx.com, modular-equity.com, and michael-kaminski.io. Includes segmentation for total vs real-human vs AI and conversion rates.

Jump to per-site calculator code

Tracker Beside Feature

Portfolio views total
Portfolio clicks both
Portfolio real human views

🏰 Camelot Dashboard: All Services (Admin)

🛠️ Tech Arsenal

🎨 Frontend Development

React Vue.js JavaScript TypeScript HTML5 CSS3 Redux WordPress

📱 Mobile Development

iOS Swift Objective-C tvOS Android

⚙️ Backend & APIs

Python Node.js FastAPI Django Ruby on Rails Go Hapi VBA

🤖 Machine Learning & AI

TensorFlow PyTorch Scikit-learn Hugging Face MLflow Jupyter

🧠 Specialized Skills: Self-Supervised Learning Transfer Learning Reinforcement Learning Transformers LLMs Text Embeddings GPT FFT Digital Signal Processing

📊 Data Science & Analytics

Pandas NumPy SciPy Matplotlib Plotly Streamlit D3.js

☁️ Cloud & DevOps

AWS GCP Azure Docker Kubernetes Apache Airflow

🗄️ Databases & Storage

Relational: PostgreSQL MySQL SQLite Snowflake

NoSQL & Vector: MongoDB Redis Elasticsearch Pinecone Firebase Parse Realm

🏆 Featured Projects & Portfolio

🗂️ Top Repository Highlights (Public + Private-Ready)

Repository Visibility Description
alpha-gen-trading Public Real-time trading automation system with VWAP/MA9 crossover strategy for 0DTE QQQ options.
real-estate-investment-analysis Public Real estate investment analysis with cash-on-cash, appreciation, tax savings, and principal paydown metrics.
harness-engineering-alpha-kite Public Symphony Python service orchestrating coding agents from Linear issue workflows.
k-alpha Public Trading application.
movie_scene_battle_analyzer Public Description not set on GitHub.
alpha-kite-max Public Description not set on GitHub.
rentEngine Public Description not set on GitHub.
depot-mcp Public Description not set on GitHub.

Private/internal repositories can be listed in the same format when metadata is approved for public display. Aggregate private contribution signal is represented in the analytics section above.

📈 Skills Snapshot

Domain Focus Areas
Leadership & Strategy Technology roadmap, product prioritization, execution management
Product & Engineering Full-stack delivery, system design, platform operations
Data & Automation Analytics pipelines, reporting workflows, applied AI
Fintech & Business Systems Trading tooling, investment analysis, decision-support systems

🎯 Development Philosophy & Methodologies

🔄 My Development Approach

Phase Focus Tools
🎯 Planning Requirements & Architecture Miro, Figma, Notion
🚀 Development Clean Code & Best Practices Python, TypeScript, Git, Docker
🧪 Testing Quality Assurance Jest, PyTest, XCTest
📊 Analytics Data-Driven Decisions ML/AI, A/B Testing
🔄 Optimization Performance & Scalability Profiling, Monitoring

💡 Innovation Metrics

Project and impact highlights are summarized above under Featured Projects & Portfolio.

📫 Let's Connect & Collaborate!

Ready to collaborate on something amazing?

Email LinkedIn Website

📊 Real-time Activity

Activity Graph

🌟 "The best way to predict the future is to create it."

Pinned Loading

  1. kaminski-portfolio kaminski-portfolio Public

    Personal portfolio starter: React frontend, Python backend, Neon/Prisma/pgvector for projects & AI chatbot messaging.

    TypeScript

  2. harness-engineering-alpha-kite harness-engineering-alpha-kite Public

    Symphony – Python service that orchestrates coding agents from Linear (issue tracker)

    Python