CV

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Basics

Name Edwin Carreño
Label Computer Scientist
Email edwin1892@gmail.com
Url https://github.com/ecarrenolozano
Summary Engineer with expertise in data processing, machine learning and hardware design, with contributions in both industry and academia.

Work

  • 2024.09 - ongoing

    Heidelberg, Germany

    Research Software Engineer
    Scientific Software Center
    Working with data processing pipelines for Bioinformatics applications.
    • Software Engineer
    • Data Processing
    • Research
  • 2023.10 - 2024.06

    Ilmenau, Germany

    Scientific Assistant
    Fachgebiet Prozessoptimierung
    Supported Python and MATLAB coding for Deep Learning/Machine Learning research and model optimization.
    • Deep Learning
    • Mathematical Optimization
    • Autonomous Driving
  • 2022.02 - 2023.10

    Ilmenau, Germany

    Scientific Assistant (HiWi)
    Data-intensive Systems and Visualization Group
    Developed Python software for Computer Vision (Deep Learning) tasks
    • Deep Learning
    • Image Processing
    • Object Detection
  • 2018.02 - 2020.12

    Bogotá, Colombia

    Data Engineer
    Banco Davivienda S.A
    Developed code for processing large volumes of data in Batch and Real time.
    • Python programming
    • Software Architecture
    • Data Processing
  • 2017.07 - 2018.02

    Bogotá, Colombia

    Trainee Engineer
    Banco Davivienda S.A
    Designed different Proof of Concepts to enhance the experience of users in the banking industry
    • Transportation of money with drones
    • Machine Learning
    • Chatbots
  • 2016.10 - 2016.12

    Arauca, Colombia

    Electronics Engineer
    Agromax Tecnología S.A
    Assembled, repaired, and deployed communication systems for drones in aerial operations for OIL & GAS surveillance.
    • Drones
    • Communication systems

Education

  • 2021.10 - 2023.08

    Ilmenau, Germany

    MSc. in Computer and Systems Engineering
    Technische Universität Ilmenau, Ilmenau, Germany
    area: Computer and Systems Engineering
    • Systems Engineering
    • Software Engineering
    • Deep Learning
  • 2009.02 - 2016.09

    Bucaramanga, Colombia

    BSc. in Electronics Engineering (five years program)
    Universidad Industrial de Santander, Bucaramanga, Colombia
    area: Electronics Engineering
    • Analog/Digital design
    • Embedded Systems
    • Signal and Information Processing

Awards

  • 1921.11.01
    Nobel Prize in Physics
    Royal Swedish Academy of Sciences
    The Nobel Prizes are five separate prizes that, according to Alfred Nobel's will of 1895, are awarded to 'those who, during the preceding year, have conferred the greatest benefit to humankind.'

Certificates

Quantum Teleportation
Stanford University 2018-01-01
Quantum Communication
Stanford University 2018-01-01
Quantum Cryptography
Stanford University 2018-01-01
Quantum Information
Stanford University 2018-01-01
Quantum Computing
Stanford University 2018-01-01
Machine Learning
Stanford University 2018-01-01

Publications

  • 2016.04.16
    A 3.9 compression-ratio Huffman encoding scheme for the large ion collider on 65nm and 130nm CMOS technologies
    2016 IEEE 7th Latin American Symposium on Circuits & Systems (LASCAS)
    A Huffman coding scheme with 3.9 compression ratio for the Large Hadron Collider experiment is proposed. A fully-synthesized scheme draws a small footprint layout of 60μm × 60μm in 65nm and 105μm × 105μm in 130nm CMOS process. The maximum operation frequencies are 435MHz for 65nm and 333MHz for 130nm, whereas the power consumption is 1.2mW and 1.9mW respectively. The resulting scheme enables a front-end electronics without any loss of data.

Skills

Programming Languages
Python
C/C++
MATLAB
AWK
Data Science technologies
TensorFlow
Keras
Numpy
Scikit-learn
Matplotlib
Pandas
PySpark
OpenCV
DevOps
Docker
Git/GitHub
Bash Scripting
Other
Electronics Engineering
Hardware development
Embedded Systems
Software development
Software engineering
Systems engineering
Data Mining
Robotics
LaTex
Microsoft Office

Languages

Spanish
Native speaker
English
Fluent
German
Beginner
Portuguese
Begineer

Interests

Physics
Quantum Mechanics
Quantum Computing
Quantum Information
Quantum Cryptography
Quantum Communication
Quantum Teleportation

Projects

  • 2018.01 - 2018.01
    Quantum Computing
    Quantum computing is the use of quantum-mechanical phenomena such as superposition and entanglement to perform computation. Computers that perform quantum computations are known as quantum computers.
    • Quantum Teleportation
    • Quantum Cryptography