CV
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Basics
Name | Edwin Carreño |
Label | Computer Scientist |
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