// projects
Selected work.
Production-adjacent systems work and applied AI — filter by area, then open any project for the full case study.
in progress2026 — present EFQM/RADAR AI Report Analyzer for KACE
Agentic AI pipeline for analyzing EFQM self-assessment reports. An independent project I'm leading with a team of five — coordinating task distribution, driving technical decisions, and teaching every member from scratch.
- RAG
- LLM agents
- Document analysis
- Local LLMs
live2025 — present Vehicle Software Infrastructure
Built and maintained CI/CD pipelines for containerized application deployments on embedded Linux platforms across multiple hardware architectures. Developed and deployed containerized backend services on custom embedded hardware targets.
- CI/CD
- Embedded Linux
- Containerized apps
- OTA updates
- Automotive
live2025 — present Edge AI Computer Vision Prototype
Real-time computer vision system processing dashcam video on embedded edge hardware. YOLO for object detection; outputs both visual overlays and structured metadata that drives ambient light feedback.
- GStreamer
- YOLO
- Computer Vision
- Edge AI
- Embedded Linux
live2025 — present Internal Technical Evaluation
Contributed to an early-stage internal project where the technical direction was still being shaped. Investigated and compared tools, technologies, and architectural approaches; tested options, documented findings, and prepared internal summaries and recommendations.
- Technical evaluation
- Research & benchmarking
- Internal reporting
shippedOct 2024 — Mar 2025 EUNO: ML-Based Mood Tracker (Graduation Project)
ML-powered mood tracking app predicting mood-streak continuations from historical emotional data. Random Forest classifier (~87% accuracy, ROC AUC 0.95) trained with SMOTE for class imbalance.
- Python
- Random Forest
- SMOTE
- FastAPI
- Flutter
- SQLite
shippedMar 2024 — Jul 2025 Yoga Studio Management Platform
Full-stack studio management with three integrated components: a Flutter member app (booking, subscriptions, scheduling), a React.js admin dashboard (classes, members, analytics), and an ASP.NET Core backend with RBAC and relational schema.
- Flutter
- React.js
- ASP.NET Core
- MySQL
- REST
- RBAC
shipped2025 Autonomous Robotics System with YOLO + LiDAR
AI-driven robotics prototype combining computer vision and sensor fusion. YOLO for real-time visual recognition, LiDAR for obstacle avoidance and mapping, custom path-planning logic using detected objects as waypoints.
- YOLO
- LiDAR
- Robotics
- Environment mapping
- Path planning
shipped2025 Automated Shopping / Retail Automation Prototype
Retail automation prototype for autonomous product handling. YOLO-based fruit recognition on a conveyor/shelf, grasp-point detection for robotic-arm manipulation, closed-loop camera-driven automation.
- YOLO
- Camera systems
- Robotic arm
shippedMay — Jun 2024 Kotlin Driver/Admin Mobile App
Dual-interface logistics app with separate driver and admin views, real-time task management via Firebase, role-based authentication, Material Design UI.
- Kotlin
- Firebase Realtime Database
- Material Design