Selected work

Work

A selection of systems, experiments and prototypes in applied artificial intelligence.

01

Document RAG for my portfolio

Personal project

Query the documented projects and knowledge from an earlier version of my portfolio. ChromaDB retrieved context on the VPS; a model accessed through an external API generated the answer, displayed progressively in Astro.

  • Astro
  • Node.js
  • ChromaDB
  • API LLM
View project

02

Silhouette detection

Personal project

Detect highly variable human silhouettes in real time. YOLO inference integrated into an OpenCV overlay.

  • YOLO
  • OpenCV
  • ML
  • PyTorch

03

Gesture-controlled robot

Academic project

Control a simulated robot through hand movements. MediaPipe hand landmarks feeding an MLP controller in Webots.

  • MediaPipe
  • OpenCV
  • MLP
  • Webots

04

Market prediction

Personal project

Explore forecasting approaches for cryptocurrency market movements. Data preparation with Pandas and model training with TensorFlow.

  • Python
  • Pandas
  • TensorFlow
  • ML

05

Steganography and encryption

Personal project

Protect information while concealing the encryption key. Java application combining encryption with steganographic key storage.

  • Java
  • Encryption
  • Steganography

06

Multilingual portfolio

Personal project

Present AI work clearly, quickly and accessibly. Static Astro site built without a CMS and with minimal JavaScript.

  • Astro
  • Node.js
  • UX/UI