Hello World, my name is
Karydas.
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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 AI solutions.
Tech Stack
Data Science & ML
Python, PyTorch, Pandas, Scikit-Learn
Generative AI
LLMs, RAG, LangChain, Claude API, Prompt Engineering
Data Engineering
SQL, SQLite, Vector Databases (Chroma)
Business Intelligence
Power BI, DAX, Interactive Dashboards
Featured Projects
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 aggressive 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
Claude Intelligence Suite
An advanced framework for Agentic AI workflows. Master Prompt Engineering using XML logic protocols and persistent memory systems.
- Prompt Engineering
- Claude
- Agentic Workflows
SQL Curriculum
A complete, structured, and interactive educational program for learning SQL, built entirely with Jupyter Notebooks and SQLite.
- SQL
- Jupyter
- Data Analysis
Deep Learning & GenAI
Step-by-step Jupyter notebooks exploring Deep Learning architectures, LLMs, and Retrieval-Augmented Generation (RAG).
- PyTorch
- LLMs
- Neural Networks
Data Analytics Agent
A comprehensive Gradio-based web application designed to teach data exploration, cleaning, visualization, and predictive modeling.
- Python
- Gradio
- Machine Learning
Get In Touch
I'm currently focused on my academic research 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!