resume.json

{
  "basics": {
    "name": "Shy-El Cohen",
    "label": "Algorithm Developer",
    "image": "https://i.imgur.com/By8N2nK.jpg",
    "email": "shyelshmuel@gmail.com",
    "phone": "0544910932",
    "summary": "**Autodidactic** electrical engineer with 6+ years of experience in algorithm development, with **full system responsibilities**. With diverse skillset including Digital Signal Processing, Mathematical programming, Cloud Computing, and Software Development. Looking forward to working on DSP and ML algorithms.",
    "location": {
    },
    "profiles": [
      {
        "network": "Linkedin",
        "username": "Shy-El Cohen",
        "url": "https://www.linkedin.com/in/shy-el-cohen-a8b1763a/?lipi=urn%3Ali%3Apage%3Ad_flagship3_resumebuilder%3BiqEfkjkJTFqIgPnhf1mUIA%3D%3D"
      }
    ]
  },
  "work": [
    {
      "name": "Apolloshield",
      "location": "Tel-Aviv",
      "description": "Counter-Drone",
      "position": "Signal Processing Engineer",
      "url": "https://www.apolloshield.com/",
      "startDate": "2022-10-18",
      "summary": "**Apolloshield | Counter-Drone-Systems** </br> Signal processing engineer. **Researching** algorithms for drone detection and geolocating, **Implementing** the algorithm for a real-time system.",
      "highlights": [
        "**Researched** detection and identification algorithms, and AOA estimation system.  Using data-driven decisions and field experimentation.",
        "**Implemented** algorithms in **C++**, to a real-time embedded system, using frameworks such as **FFTW** and **GNU-radio**. ",
        "**Optimized** runtime performance using various techniques: Finding efficient algorithms, optimizing hardware usage, and parallelization using **SIMD intrinsics** "
      ]
    },
    {
      "name": "IDF",
      "location": "Israel",
      "description": "Millitary Industry",
      "position": "Algorithm Developer",
      "url": "",
      "startDate": "2018-02-04",
      "endDate": "2022-10-04",
      "summary": "**IDF | Algorithm Developer | Spectrum and Cyber Security Unit**</br> Algorithm developer in a new department of the IDF. **Researching**, **developing**, and **deploying** signal-based algorithms and cloud-based automatic processing systems.",
      "highlights": [
        "**Researched** various detection, classification, and estimation DSP algorithms using python using well-known tools such as **NumPy, SciPy, Pandas, and Scikit-Learn**.",
        "**Pioneered** the automation of large-scale spectral data analysis, as one of the first members of a brand new department. Using **MATLAB, Postgresql, React, and ASP.NET** to demonstrate the value of such a system.",
        "**Developed** using a multitude of technologies such as **Openshift, Redis, and Flask** a system for data gathering and analysis. Enabling the continuous deployment and integration of algorithms with data from the field.",
        "[**Outstanding Soldier Scholarship**](https://www.linkedin.com/in/shy-el-cohen-algorithm-developer/overlay/1635499691934/single-media-viewer/)  - Awarded 2019-01-14"
      ]
    }
  ],
  "education": [
    {
      "institution": "Ben Gurion University",
      "url": "",
      "area": "Electrical Engineering - Signal Processing",
      "studyType": "Graduate",
      "startDate": "2024",
      "score": "",
      "courses": [
        "[Deep Learning Project](https://github.com/ArielFix/DLINtroProject)",
        "[Hyperspectral Clustering and Detection Project](https://github.com/shaielc/single-linkage/tree/master)"
      ]
    },
    {
      "institution": "Jerusalem College of Technology",
      "url": "",
      "area": "Electrical Engineering",
      "studyType": "Bachelor",
      "startDate": "2012",
      "score": "",
      "courses": [
        "Started taking courses in 9th grade (2012), finishing most of the required courses by the end of high school, initiating a track for combining B.Sc. in electrical engineering and high school studies."
      ],
      "endDate": "2018"
    }
  ],
  "skills": [
    {
      "name": "Mathematical Programming",
      "level": "",
      "keywords": [
        "**FFTW**",
        "**Numpy**",
        "**Matplotlib**",
        "**Scipy**",
        "Pandas",
        "Matlab"
      ]
    },
    {
      "name": "Development",
      "level": "",
      "keywords": [
        "**Python**",
        "**Flask**",
        "**C++**",
        "React",
        "Express",
        "ASP.Net",
        "SQL",
        "JS/TS",
        "Docker",
        "Kubernetes/Openshift"
      ]
    },
    {
      "name": "Algorithm Research",
      "level": "",
      "keywords": [
        "**Digital Signal Processing**",
        "Performance Analysis",
        "Optimization"
      ]
    },
    {
      "name": "Machine Learning",
      "level": "",
      "keywords": [
        "Keras",
        "Torch",
        "scikit-learn",
        "huggingface"
      ]
    }
  ],
  "languages": [
    {
      "language": "Hebrew",
      "fluency": "Native"
    },
    {
      "language": "English",
      "fluency": "Highly Proficient, Conversational"
    }
  ],
  "references": []
}