cv

My professional CV

Basics

Name David William Erwin
Label Electrical Engineering and Computer Science Student
Email david.erwin.cz68@gmail.com
Phone +420 737 675 140
Url https://github.com/Dawi369
Summary Passionate Computer Science and Electrical Engineering student with expertise in embedded programming and machine learning, with a particular interest in data science and applying deep learning architectures to financial forecasting. Excited to leverage Cloud Infrastructure and computing power to provide real data solutions. Skilled in collaborating with professional teams, leading small groups, and developing efficient software and hardware solutions. Excited to contribute technical expertise to impactful projects.

Work

  • 06/2024 - 08/2024
    Machine Learning Intern (Los Angeles)
    Private Team by Pablo Dylan
    Collaborated with a high-performing dynamic team of Machine Learning and Data Science experts, gaining hands-on experience in system design, teamwork, and successfully contributing to new and challenging domains. Focused on delivering high-quality results under pressure in a fast-paced environment.
    • Performed end-to-end data acquisition, transformation, and feature engineering, including rolling averages, Z-Scores, and normalization, to improve dataset quality and ensure optimal model training conditions.
    • Designed and implemented an efficient, scalable data pipeline enabling seamless data processing and model integration.
    • Developed and deployed a custom neural network architecture to address specific financial forecasting challenges, leveraging state-of-the-art machine learning techniques.
    • Adapted quickly to new domains, demonstrating flexibility and commitment to producing impactful solutions.

Education

  • 08/2022 - Present

    Prague, Czech Republic

    Bachelor
    Czech Technical University
    Electrical Engineering and Computer Science

Skills

Python
Rust
SQL
C
Kotlin
Go
Mojo
MATLAB
Git
GitHub Actions
Azure Cloud
AWS Cloud
Google Cloud
Terraform
Docker/Compose
CUDA
Bash/Scripting
PowerShell
Linux
PyTorch
Google Jax
Databricks
PySpark
Kafka
Airflow
Seaborn
NumPy
Pandas
Pola.rs
Rocket.rs

Languages

English
Native
Czech
Conversational

Interests

Private Aviation
Following in the footsteps of my father who is a private pilot and aircraft manufacturer, I am eager to fly and plan on incorporating my aviation knowledge into my career
Ice Hockey
Dedicated player and enthusiast, competing at the highest levels of ice hockey available to me
Fitness
I am dedicated to maintaining my physical health and well-being, and I am committed to continuing my fitness journey
Investing
I have a passion for exploring strategies in derivatives, options, futures,and cryptocurrencies to maximize returns on investments