About Me
I build intelligent systems that turn raw data into discovery – from ML-powered wildfire forecasting and Earth observation platforms to context-aware chatbots and computer vision. Previously strengthened my engineering foundation with 3 years as an RPA Engineer (Power Automate), now fully focused on geospatial ML, predictive systems, and impactful space/environmental applications.
What I'm Doing
Machine Learning
Building predictive models and ML pipelines for geospatial and environmental data.
Earth Observation
Satellite imagery analysis using Sentinel-2, TROPOMI and Google Earth Engine for environmental monitoring.
Agentic AI & Chatbots
Designing autonomous AI agents, LLM-powered chatbots and multi-step reasoning pipelines with LangChain and Microsoft Copilot.
Skills
Resume
Education
University of Peloponnese
2015 - 2024BSc in Computer Science & Engineering (240 ECTS)
Thesis: Mechanisms for Analyzing 3D Point Clouds — Grade 10/10
Stanford University (Coursera)
2025 - 2025Machine Learning Specialization
Covered supervised & unsupervised learning, neural networks, model evaluation, best practices and data-centric AI
Experience
Data Scientist
Kotsovolos — PPC Group — @ Athens, Greece
May 2026 - Present- Built and launched several Microsoft 365 Copilot agents; one adopted by the 10-person store planning team to analyse store performance and recommend space and brand changes, cutting their analysis time by ~40%.
- Prepare and validate data in Databricks (Python, SQL, PySpark) and benchmark LLM outputs against ground-truth figures before release.
AI Developer (Contract)
Methara — @ Bremen, Germany
May 2026 - Present- Developing AI-driven methane emission estimation models from satellite hyperspectral and multispectral data for specific geographic coordinates.
- Building ML pipelines to process Earth Observation data at scale (Sentinel-2, TROPOMI).
AI Developer (Contract)
Prometheus Space Technologies — @ London, UK
Feb 2025 - Nov 2025- Developed a wildfire risk prediction system using machine learning and Earth Observation data.
- Trained and evaluated ML models (classification & regression) for geospatial risk estimation.
- Built a full-stack AI web application with Flask and React.
- Integrated real-time weather and geospatial APIs for dynamic predictions.
RPA Engineer / AI Developer
Generali Hellas — @ Athens, Greece
May 2024 - May 2026- Led RPA initiatives using Microsoft Power Platform, automating 20+ processes and reducing operational costs.
- Designed and deployed an AI-powered chatbot using LangChain and LLMs to automate internal workflows.
- Integrated Python-based AI components with enterprise automation solutions.
- Trained team members on Power Automate, boosting team productivity.
RPA Developer
Ambience Services — @ Athens, Greece
Dec 2022 - May 2024- Delivered end-to-end process automation with Microsoft Power Platform and Python.
SAP Consultant
GVision — @ Athens, Greece
Oct 2021 - Dec 2022- Tailored SAP Business One ERP systems to client business requirements.
Portfolio
Methane Emission Detection Pipeline
Physics-aware satellite pipeline for methane plume detection using Sentinel-2, TROPOMI, and Carbon Mapper data.
Career Coach Recommender
Certificate recommendation engine combining content-based filtering, co-occurrence analysis, and semantic similarity via sentence embeddings.
NDVI Time-Series Explorer
Satellite-based vegetation monitoring using Sentinel-2 data and Google Earth Engine for detecting deforestation and post-fire recovery.
Wildfire Risk Platform
Interactive heat map with 10-day ML-powered wildfire risk forecasts integrating geospatial, weather, and historical fire data.
Chatbot with LangChain
Interactive AI assistant using LangChain and Llama 2 for intelligent, context-aware conversations.
3D Point Cloud Analysis — Thesis
Techniques for processing, visualizing, and extracting insights from large-scale 3D point cloud data.
Contact
Interested in working together or have a question? Feel free to reach out directly via email.
kouridakispantelis@gmail.com