I'm an engineer with an Electrical & Electronics Engineering and Economics background, working at the intersection of Edge AI, computer vision and embedded systems. I like building the whole pipeline β from the sensor and the model to the interface that makes it useful.
- π Currently working at SophtRun, building computer vision and AI-integrated systems
- π€ Focused on Edge AI: real-time inference on Raspberry Pi 5 + Hailo AI HAT+ (CPU vs NPU)
- π· Building RTSP camera analytics, zone-based detection and dwell-time analysis in C++ / OpenCV
- π± Bringing models on-device with Flutter + TensorFlow Lite
- π Bridging economics and software through open-data projects (TCMB EVDS)
- π« Reach me at sirvan@sophtrun.com.tr
π― zone-analysis
RTSP/video dwell-time person detection with C++ + YOLO ONNX + OpenCV
- Detects people inside user-defined polygon zones
- Flags dwell-time threshold breaches, saves alert snapshots
- CSV event logging for downstream analysis
π§ hailoai
Real-time RTSP AI inference benchmark on Raspberry Pi 5 + Hailo AI HAT+
- CPU vs NPU comparison on edge hardware
- Latency, FPS and thermal behavior observation
- Edge inference pipeline tuning
Sanitized case study of a balloon flight safety & telemetry platform
- ESP32 sensor module (GPS, IMU, barometer, temperature)
- Flutter Android tablet app + RTSP camera monitoring
- On-device AI vision modules and a live telemetry dashboard
π MacroTR
Open-source Turkish macroeconomic dashboard with FastAPI + React + PostgreSQL
- TCMB EVDS macroeconomic data ingestion
- Full-stack: API, relational storage, dashboard frontend
- Where my economics background meets software engineering
On-device fire/smoke detection with Flutter + TFLite + YOLO11n
- Real-time camera and single-image detection
- Model conversion from PyTorch (
.pt) to TFLite - Fully on-device inference (no cloud)
π£οΈ GM VoiceAI
Local Turkish voice AI assistant built with Python
- Speech-to-text β command handling β text-to-speech
- Local / privacy-friendly approach
Languages
Computer Vision & AI
Edge & Embedded
Backend & Mobile
Tools
Open to Edge AI, computer vision and embedded software opportunities.
β If you find my projects useful, feel free to star them!