Portfolio
I help teams design and apply AI systems in legacy processes. Most work here sits in the gap between R&D and production: turning promising ideas into robust prototypes and small production systems.
When I am a good fit
- You have in mind the result you expect.
- You need a technical partner for execution and feedbacks.
- You are ready to go beyond proof of concept.
When I am not the best fit
- You need only no-code AI tooling with no engineering workflow.
- You expect full production rollout without scoped validation phases.
- You cannot allocate a technical counterpart for decisions and feedback.
AI Advisor for Medical Imaging
Foundation-model pipeline for gastroenterology imaging with cloud-scale experimentation
IoT
Ring Alarm to Google Sheets Monitor
Ring Alarm to Google Sheets Monitor
Real-time Ring events logged to Google Sheets
ML
Neural Style Transfer API
Neural Style Transfer API
VGG19-based style transfer with a production FastAPI deployment
Tools
PasteRelay: Real-Time WebRTC Clipboard
PasteRelay: Real-Time WebRTC Clipboard
Minimal peer-to-peer online clipboard with zero server storage
Tools
Pasty: Ephemeral Text Sharing API
Pasty: Ephemeral Text Sharing API
FastAPI clipboard service with auto-expiring text IDs
Tools
DevOps: Gatsby via Docker
DevOps: Gatsby via Docker
Reproducible, portable static site builds
Robotics
Emotion-Aware Mobile Robot: ROS2 Motion & SLAM
Emotion-Aware Mobile Robot: ROS2 Motion & SLAM
Programming motion and audio cues with robust time synchronization
Robotics
Autonomous Interaction Engine: Non-Verbal HRI with TIAGo
Autonomous Interaction Engine: Non-Verbal HRI with TIAGo
Gaze and arm coordination in a collaborative bartending scenario
Tools
Lightweight QR Code Generator
Lightweight QR Code Generator
Minimal Flask-based QR code API
Robotics
Autonomous Parking: Rule-Based Planning in CARLA
Autonomous Parking: Rule-Based Planning in CARLA
Simulation-driven parking behavior with ROS integration
Robotics
Industrial Vision: Reliability Uplift in Bin-Picking
Industrial Vision: Reliability Uplift in Bin-Picking
Core perception & grasping software for rc_visard/rc_cube
IoT
IoT Plant Watering System
IoT Plant Watering System
DIY Raspberry Pi + Flask controller for automated house-plant care
ML
Edge AI Occupancy Monitoring System
Edge AI Occupancy Monitoring System
Top-view ML tracking and zone-based automation on NVIDIA Jetson
Robotics
Autonomous Navigation Stack for Industrial Cleaning Robot
Autonomous Navigation Stack for Industrial Cleaning Robot
Robust indoor SLAM & path-planning on a ride-on scrubber