Sarah G.

Bio

Software developer, proficient in C++ and Python, focused on writing efficient code and following best practices. I enjoy solving logical problems and gaining new knowledge. During the bootcamp, I developed teamwork skills and the ability to handle complex challenges.

Skills

Python

C++

MQTT

Docker

ONNX

PyTorch

DeepStream SDK

NVIDIA Jetson

TensorRT

opencv.cuda

RTSP

MongoDB

Bootcamp Project

AgStream

Real-time data streaming platform for agricultural analytics

Mentored by: Next Silicon

Embedded Systems Bootcamp 2025 (Embedded)

Responsibilities:

Built a pipeline for plant classification, running at the edge on NVIDIA Jetson, and processing live video.
Integrated performance and accuracy optimizations, implemented in C++ to avoid GPU-to-CPU memory copies.
Evaluated and used computer vision models (ResNet18, MobileNet) for image analysis.
Set up an RTSP server to simulate live video during the development process.
Stored inference results in MongoDB via MQTT for later analysis.
Stored inference results in MongoDB via MQTT for later analysis.

Click to enlarge

Additional Projects

Inquiry Management Server | Java

Built a WebSocket server in Java for handling inquiries, supporting multiple concurrent connections via separate threads.

Wrote the High Level Design according to the system requirements.

Developed logic of inquiry-to-agent matching using background processes for queue management and agent availability tracking.

Embedded Biometric Fingerprint System | C++

Built a C++ fingerprint authentication system on ESP32, communicating with sensor via UART.

Implemented sensor parameter parsing and identity matching for biometric validation.

English Level

Fluent