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Yehudit B.
Bio
Passionate and dedicated professional with strong analytical and critical-thinking skills. Detail-oriented and creative, offering a thoughtful and practical approach to problem-solving. Known for reliability, integrity, and clear communication, and thrives in challenging environments with a steady commitment to achieving successful outcomes.
Skills
Python
PostgreSQL
Kafka
MinIO
MQTT
Docker
Grafana
Prometheus
gRPC
FastAPI
WebSockets
ONNX
CUDA
TensorFlow
PyTorch
Bootcamp Project
Security - Cloud-based platform for agricultural data management and analytics
Mentored by: Vast Data
Mentors:
Data Science Bootcamp 2025 (Data)
Responsibilities:
Designed and implemented a scalable real-time streaming system for security event detection from distributed surveillance camera feeds.
Trained and benchmarked YOLO-CLS and MobileNetV3 image classification models for masked-person detection, comparing accuracy and runtime performance and integrating the chosen model into the production pipeline.
Researched and evaluated multiple approaches for climbing-activity detection, selecting and integrating the most accurate solution into the system.
Selected and integrated an animal classification model to enable species-based detection of unauthorized intrusions.
Designed and developed a domain-specific language (DSL) enabling free-text search over security events, translating user queries into structured, executable filters.
Implemented a full security observability UI layer, encompassing real-time alert streaming, historical event querying with detailed inspection, and analytical dashboards for system monitoring and evaluation.
Designed and implemented a centralized Alert Management system with real-time geo-spatial alert visualization based on GPS locations and a unified notifications center.
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Additional Projects
Holland Career Counseling Platform
Developed a full-stack career counseling system using Node.js, React, and MongoDB. Implemented role-based access for users, advisors, and administrators, secured with JWT and refresh tokens. Built features such as the Holland test, personalized career recommendations, real-time chat with advisors, test history tracking, and an admin analytics dashboard.
.NET Web API Service
Built a multi-layered ASP.NET Core Web API following Clean Architecture with Controllers–Services–Repositories. Implemented Entity Framework Core with SQL Server and AutoMapper, delivered full Swagger/OpenAPI documentation, and created robust unit and integration tests. Designed an OMS-style backend to support structured store order management.
English Level
Fluent