PyLadiesCon 2025

Vassiliki Dalakiari

Vasiliki is a software engineer and AI/R&D manager, currently focusing on projects at the intersection of AI, innovation, and social good. She’s a PyGreece organizer, Women Techmakers Ambassador, and #IAmRemarkable facilitator, supporting inclusive tech communities and mentoring newcomers. She also co-leads Boundless Minds, a space for open conversations about impostor syndrome, public speaking, and emotional well-being in the workplace. When she's not coding or organizing events, you'll find her sketching ideas for her next handmade bag or swapping movie tips over coffee.


Session

12/06
11:45
20min
Movie Groovy: Building a Mood-Based Recommender with Python and Empathy
Vassiliki Dalakiari

Ever spent 40 minutes choosing a movie, only to rewatch something you didn’t even love?

In this talk, I’ll share how I built Movie Groovy, a Python-based app that recommends movies based on how you feel. I’ll walk through how I used tools like FastAPI, Qdrant, Gemini (and some more) to create emotionally-aware suggestions, combining filtering logic, a lightweight Retrieval-Augmented Generation (RAG) approach, and an agentic flow that guides users step-by-step through their choices, for a more personalized experience.

More than the stack, we’ll explore why empathy matters in AI, how user feedback shaped the design, and how you can build meaningful tools using open-source solutions, even as a solo dev.

If you’re into Python, curious about AI beyond the hype, or just want to build things that feel more human, this talk is for you.

Main Stream