Hello World, my name is

Karydas Dimitris

|

I build advanced Machine Learning models, engineer Agentic AI workflows, and design robust Data Analytics pipelines. Bridging the gap between academic research and industry-grade solutions. Because some of the brightest ideas are born in the DarkAIs.

View My Work GitHub Profile
darkais_agent.py
visitor@darkais:~$ python run_agent.py
[INFO] Initializing DarkAIs Orchestrator...
[INFO] Memory patterns loaded.
[AGENTS] Spawning Researcher, Critic, Writer...
[SUCCESS] Agent Loop stabilized. Ready.
visitor@darkais:~$ _

Tech Stack

Data Science & ML

Python PyTorch Pandas Scikit-Learn NumPy

Agentic AI & LLMs

AI Agents RAG LangChain Prompt Loops Claude / GPT APIs

Data Engineering

SQL SQLite Vector DBs Chroma Web Scraping

MLOps & Automation

GitHub Actions CI/CD Docker REST APIs Serverless

Live GitHub Activity

Latest Activity

Repository Stats

- Public Repos
- Followers
- Total Stars

Featured Projects

Code

prompt-to-loop-engineering

A complete 7-level progression demonstrating the shift from simple prompt engineering to advanced, self-correcting agentic loops.

  • AI Agents
  • Python
  • ReAct
  • Self-Correction
Live

over-under-predictions

Fully automated Poisson-based betting engine running daily via GitHub Actions to predict and evaluate Over/Under 2.5 football matches globally.

  • Python
  • Poisson Model
  • GitHub Actions
  • Live Dashboard
Live

remote-work-tools-2026

A brutal, opinionated analysis of how 19 remote work tools (Slack, Zoom, Figma, etc.) have been completely transformed by AI in 2026.

  • AI Tools
  • State of Stack
  • Web Dashboard
  • Markdown
CLI

technical-debt-analyzer

CLI tool analyzing codebase complexity, cognitive load, and duplication to estimate and track technical debt using AST parsing.

  • Python
  • AST Parsing
  • Code Metrics
  • Static Analysis

Agentic-BI

Autonomous Power BI semantic model builder and custom HTML KPI cards for HR Analytics, powered by Agentic AI.

  • PowerBI
  • DAX
  • Agentic AI

AI Job Radar

Serverless web scraper that finds 300+ remote AI jobs daily, extracting hidden salaries using NLP and tracking live tech stack market share.

  • Python
  • NLP
  • GitHub Actions

Get In Touch

I'm currently focused on agentic AI workflows and open-source projects, but my inbox is always open. Whether you have a question, want to discuss a project, or schedule an interview, feel free to reach out or book a call directly!

Say Hello Schedule a Call