Skip to content
View Ioannis-Stamatakis's full-sized avatar
2 followers · 1 following

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx2

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx2

Block or report Ioannis-Stamatakis

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 supported. This note will be visible to only you.
Report abuse

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

Report abuse
Ioannis-Stamatakis/README.md

Hello, I'm Giannis 👋

Data & AI Engineer

Currently building AI Agents & Scalable Architectures at Cicicom Ltd.

LinkedIn GitHub

👨‍💻 About Me

I am a Data & AI Engineer with a background in Mechanical Engineering. Deep theoretical knowledge in statistics and machine learning, currently bridging the gap between raw data and autonomous agents.

  • 🛠️ Current Role: Junior Data & AI Engineer at Cicicom Ltd.
  • 🔭 Working on: Developing AI Agents, training custom Object Detection models (YOLO), creating Postgres Database Models and delivering robust and explainable ML models for regression and classification.
  • 🧠 Core Strengths: Problem solving, communication,rapid prototyping, experimentation, always learning and improving mentality.
  • 🎯 Goal: Building autonomous systems and creating methodologies that solve real-world problems.

🛠️ Technical Stack

🤖 Agentic AI & Machine Learning

Category Technologies
Frameworks LangGraph, PydanticAI, Agno, MCP Servers
ML & Deep Learning YOLO (Object Detection), STYolo (Embedded), Scikit-learn, TensorFlow, Keras
Techniques Regression (Real-Estate), Overfitting Management, Model Explainability

💾 Data Engineering & Backend

Category Technologies
Languages Python, JavaScript, Bash, MATLAB
Databases SQL, PostgreSQL, MSSQL, MongoDB
Data Manipulation Pandas, NumPy, Regex
Data Collection Web Scraping (BeautifulSoup, Selenium), API Integration

📊 Visualization & Tools

Category Technologies
Visualization Matplotlib, Seaborn, Power BI, Looker Studio
Apps Streamlit (Interactive dashboards & Maps)
Version Control Git, GitHub, GitLab, Bitbucket

💻 Technologies




Pinned Loading

  1. datalyst-smolagent datalyst-smolagent Public

    An autonomous data analysis agent powered by smolagents framework that takes any CSV file, explores it, writes and executes its own analysis code, generates charts and produces a structured report …

    Python 2

  2. dataflow-agent dataflow-agent Public

    AI-powered data pipeline debugger. Uses Google Gemini + LangGraph to autonomously diagnose, explain, and fix broken dbt, Airflow, Prefect, and Spark pipelines. Supports PostgreSQL & Snowflake schem…

    Python

  3. ticket-classifier-agent ticket-classifier-agent Public

    This agent automatically analyzes support tickets to extract summaries, categorize issues, assign priority levels, and perform sentiment analysis.

    Python

  4. api-schema-ingestor-agent api-schema-ingestor-agent Public

    AI agent that auto-ingests JSON APIs into PostgreSQL with schema inference. Built with Agno + Gemini.

    Python

  5. ecommerce-rfm-mba-cohort ecommerce-rfm-mba-cohort Public

    A comprehensive analysis of e-commerce transaction data to uncover customer behavior patterns, product performance insights, and business optimization opportunities.

    Jupyter Notebook

  6. athens-bnb-price-prediction athens-bnb-price-prediction Public

    Complete research pipeline for price predictions of short-term rental housing in Athens.

    Jupyter Notebook