Ioannis Karvelis
Hi, I’m Ioannis Karvelis, an Electrical and Computer Engineer with a strong foundation in AI/ML and a passion for turning data into actionable solutions.
About
Hi, I’m Ioannis Karvelis, an Electrical and Computer Engineer with a strong foundation in AI/ML and a passion for turning data into actionable solutions. I enjoy tackling challenging problems at the intersection of engineering, software, and sustainable technologies.
My work spans research projects, practical software development, and data-driven decision support; I thrive in collaborative environments and love building user-friendly tools that deliver real-world impact. I’m always eager to learn and apply new techniques to push the boundaries of AI.
- Joined November 2025
Skills· 15
Languages
- EnglishFluent
Industry experience
- Software & Internet
- Media & Entertainment
- Education
- Professional Services
- Manufacturing
Work experience· 5 roles
Analyzed real-world EV charging station data to model usage patterns; performed exploratory data analysis with Python (Pandas, NumPy, Matplotlib) to extract charging frequency, duration, and energy consumption insights; applied time-series clustering (K-Means, DBSCAN) and developed visual dashboards for operational decisions.
Built an intelligent Instagram assistant to automate studio bookings and client communications; developed a full-stack Flask app connected to the Instagram API for message automation and real-time responses; integrated OpenAI GPT models for intent recognition and Greek-language conversation; implemented a scheduling service integration and Redis-backed queues for reliability; deployed with Gunicorn and Docker.
Quantified and modeled ship emissions by aggregating large maritime datasets of vessel movements, fuel usage, and emission factors; computed carbon-equivalent emissions per voyage and ship type; applied time-series and geospatial analysis to identify emission hotspots and efficiency improvements.
Education
Certifications and awards
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