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YaelVidder123/README.md

Yael Vidder — Software Engineer

Software Engineering graduate and Vast Data Bootcamp alumnus specializing in Data Science and Machine Learning. I combine practical full‑stack development experience with applied ML/DL for real‑world data pipelines. I am a strong analytical thinker, creative problem solver, and an adaptive, responsible learner.


Professional Summary

  • Software Engineer with hands‑on experience in both backend and frontend development, and practical applied experience in machine learning, computer vision, and real‑time data processing.
  • Experienced in designing and deploying containerized microservice architectures, building streaming pipelines, and developing ML/DL models for production use.
  • Effective collaborator in cross-disciplinary technical teams; comfortable working with cloud technologies and distributed systems.

Selected Projects & Practical Experience

AgCloud — Smart Agriculture Data Platform (Vast Data / KamaTech Bootcamp)

A cloud‑based smart agriculture platform for real‑time aerial imagery analysis and automated anomaly detection.

  • Developed ML/DL models for anomaly and object detection in aerial imagery, including data preprocessing and model evaluation.
  • Implemented microservices with Apache Flink to support event‑driven processing and reliable data matching across distributed services.
  • Built streaming pipelines using MQTT and Kafka with Flink to enable real‑time data ingestion and dependable inter‑service communication.
  • Implemented FastAPI backend services in Python.
  • Designed and deployed a PostgreSQL database enhanced with GIS extensions for spatial data handling.
  • Containerized and deployed a multi‑service environment using Docker.

Scooter Rental System

A full stack scooter rental application.

  • Frontend implemented with JavaScript, HTML and CSS; integrated with a Node.js backend and SQL database.
  • Handled product management interfaces and map‑based location display.
  • Integrated Google Maps API for location services and routing.

Airline Operations Management System

Backend operations system for airline workflows.

  • Developed backend services using .NET Core with SQL database integration.
  • Implemented data analysis features to support operational decision making.

Education

  • 2025 — Data Science & Machine Learning Bootcamp (Vast Data / KamaTech Bootcamp)

    • Built a full cloud‑based project, implemented ML and Deep Learning models, worked with advanced cloud technologies and microservices, and collaborated in multi‑disciplinary technical teams.
  • 2023–2025 — Software Engineering Studies (MAHAT Certification)

    • Graduated with honors. Completed advanced coursework in software development, AI, and mathematics.

Technical Skills

  • Programming Languages: Python, Java, C, C++, C#, JavaScript
  • Machine Learning & AI: PyTorch, Computer Vision, Deep Learning
  • Data Processing & Analysis: NumPy, Pandas, Matplotlib, Seaborn
  • Backend & APIs: .NET, Node.js, Java, FastAPI, RESTful APIs, SQL, PostgreSQL, MongoDB
  • Frontend: React, Angular, HTML, CSS, JavaScript
  • Streaming & Distributed Processing: Kafka, Apache Flink, MQTT
  • DevOps & Deployment: Docker, containerized multi‑service deployments
  • Operating Systems: Linux, Windows

Additional Coursework

Probability, Calculus, Discrete Mathematics, Linear Algebra, Algorithms & Data Structures


Languages

  • Hebrew — Native
  • English — Professional proficiency

Volunteering

  • Youth mentor for teens with special needs: group facilitation and activity leadership.
  • Tutor for underprivileged children in Math and English (MANOF organization).

Pinned Loading

  1. Fuel-price-tracking Fuel-price-tracking Public

    C#

  2. Korkirent Korkirent Public

    JavaScript

  3. Make-up-store Make-up-store Public

    JavaScript