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Hi there I'm Daniel Levin Wrede,

a dedicated M.Sc. Mechatronic Engineer with a strong focus on Python and AWS Cloud Development. With experience across academia and industry, I'm passionate about using my expertise to create innovative solutions in the ever-evolving tech landscape. I'm continuously expanding my skills, making me a versatile and adaptive candidate for roles requiring cutting-edge knowledge in software development and cloud technologies.

Competencies

Skills and qualifications in the areas of AWS, IT & networks, programming & scripting, algorithms & optimization, software development & version control, web development & design, office productivity tools, as well as communication and soft skills.

Energy Systems

Key areas of my work and expertise in the field of energy systems, with a focus on planning, design, and optimization.

  • Conceptualization, calculation, planning, and project management of energy supply systems
  • Design of thermodynamic systems such as district heating, cooling units, and heat pumps
  • Development of control algorithms for the efficient operation of energy systems
  • Heating systems, solar, PV, storage, and district heating integration
  • Mathematical modeling and simulation of energy systems, also combined electricity and heat
  • Project management and coordination: planning, control and implementation of projects in the field of energy systems, including the use of Microsoft Project
  • Conducting workshops to explain energy and control system principles
  • Project support as an independent expert
  • Data analysis and visualization using Python, R, and Microsoft Excel
  • Optimization of operational strategies

You can find reference projects here.

Control Algorithms & Simulation

  • Optimization methods such as CMA-ES, PSO, differential evolution, and numerical optimization
  • Development of control algorithms for dynamic systems in energy, mechanics, and digital applications
  • Development of data-based forecasts using machine learning methods such as linear regression, ERIMA and xg-Boost.
  • High-performance computing and multiprocessing in Python
  • Simulation of energy systems using Python and Delphi
  • Object-oriented approaches in energy modeling
  • Visualization of simulation and optimization results
  • Python libraries: Pandas, NumPy, Pyomo, Flask, unittest, Matplotlib, MPI4py, Cython

A project for preprocessing the data and training machine learning models can be found here on github.

IT & Cloud

  • Design and management of microservice infrastructures using Docker containers and API interfaces
  • CI/CD and test automation: Ensuring code quality with pytest and GitHub Actions
  • Infrastructure automation using Terraform for cloud and IoT environments
  • Cloud computing: AWS Cloud Development, including S3, IAM, EC2, Lambda, API Gateway, SES, and Secrets Manager
  • Network infrastructure: VPC setup, security groups, subnets, proxy servers (Exim4, Squid), NACLs, and Route 53
  • Python scripting for data manipulation and automation
  • IoT data pipelines: Setup and maintenance (Edge-Devices → IoT Core → SQS → Lambda → Timestream)
  • Web development: HTML, CSS, WordPress
  • Databases: PostgreSQL, MySQL
  • Cloud resource management using Terraform, AWS CLI, and Boto3
  • AWS SNS: Publishing and managing notifications
  • AWS Rekognition: Image analysis and object detection
  • Elastic Container Service (ECS): Container orchestration
  • High availability, fault tolerance, and backup strategies

You can find reference projects here.

Aug. 2023 - PRESENT
Tech Lead for Load Balancing at enit - energy & it systems GmbH
  • Development of advanced algorithms for dynamic load management in energy systems
  • Optimization of algorithms and processes to enhance system efficiency and reliability
  • Collaboration with cross-functional teams, including marketing and product management, to support solution deployment
Feb. 2023 - May 2023
Cloud Development Course at neueFische-academy
  • AWS services: CloudFormation, CloudWatch, RDS, DynamoDB, and AutoScaling
  • Linux shell scripting, server networking, and security
Jan. 2023 - Feb. 2023
Complete Python Developer Course at ZeroToMastery.io
  • Modern Python fundamentals and advanced topics
  • Object-Oriented Programming and Machine Learning basics
Oct. 2018 - May 2022
Research Associate at Fraunhofer-Institute for Solar Energy Systems ISE
  • Energy system analysis programming in Python and Pascal on REMod
  • Development of scenarios for a climate-neutral German energy system
  • Optimization using Python (CMAes, PSO, differential evolution)
  • Data analysis and visualization in MS Excel, Python, and R
  • Supervised master students on modeling and optimization topics
May 2017 - Oct. 2017
Development Engineer at intellecta Antriebstechnik GmbH
  • Led the development of an eBike engine project
  • Project planning and funding application

Contact

For any type of software or energy project please don't hesitate to get in touch with me. The fastest way is to send me your message using the following email: ed.ederw-leinad@stcejorp   or via contact form.