Lucas Schmutzler

Senior Software Engineer | AI/ML Specialist
Floeha, DE.

About

Highly accomplished Senior Software Engineer with a strong background in full-stack development, specializing in .NET and C#, coupled with advanced expertise in AI/ML, LLMs, and neurorobotics. Proven ability to lead complex projects from concept to deployment, refactor critical systems for enhanced performance, and develop innovative solutions for diverse sectors including medical, government, and enterprise clients. Eager to leverage deep technical proficiency and agile methodologies to drive impactful software development and contribute to cutting-edge AI initiatives.

Work

IW Informatik GmbH
|

Senior Software Engineer

Summary

Led full-stack development and refactoring initiatives for enterprise software solutions, enhancing performance and scalability for key clients including Siemens AG and the German Government.

Highlights

Designed and implemented a .NET 8 WinForms UI application for material management, integrating with ASP.NET Core Web API and MSSQL, improving data accessibility and operational efficiency.

Refactored ASP.NET Core Web API services and MSSQL database tables, significantly enhancing code maintainability and boosting system performance.

Developed highly scalable and reliable C# REST Web APIs (.NET 6/8) for government time accounting systems, ensuring data integrity and accessibility.

Engineered a custom Large Language Model (LLM) solution for the medical sector, leveraging C# Semantic Kernel, Kernel Memory, and RAG techniques for advanced data processing and insights.

Streamlined project delivery and team collaboration through effective application of Scrum practices, Azure DevOps, and GitLab workflows.

TheFastHost
|

System Administrator (Self-employed)

Summary

Managed web hosting infrastructure and developed custom solutions, ensuring scalable and reliable services for diverse customer needs.

Highlights

Managed deployment and support of web hosting products, delivering scalable and reliable solutions for various customer requirements.

Developed and maintained custom tools, including designing tailored backup solutions to enhance system reliability and data security.

GSoftwareLab
|

Software Engineer (Self-employed)

Summary

Led full-stack software development, from concept to deployment, for GUI Desktop Applications and APIs, ensuring robust solutions and enhanced user experiences.

Highlights

Directed the complete software development lifecycle for real-world GUI Desktop Applications and APIs using C# and .NET, encompassing requirements gathering, design, development, testing, and maintenance.

Optimized user experience by providing comprehensive end-user support, resolving issues and implementing feature enhancements.

Administered and maintained license and e-commerce systems, ensuring continuous functionality and compliance.

Implemented end-to-end SEO and marketing strategies, significantly enhancing online visibility and customer engagement.

TKI mbH
|

Software Engineer (Working Student)

Summary

Optimized CI/CD pipelines and developed user-friendly applications as a working student, significantly improving development efficiency and internal tooling.

Highlights

Developed a custom .NET tool that significantly improved CI/CD pipeline efficiency and build/deployment processes using Jenkins and WiX toolset.

Contributed to projects using .NET 6 and C#, including the development and maintenance of a user-friendly WPF GUI application for work time tracking.

Managed version control and agile project collaboration using Bitbucket (Git) and Jira, ensuring streamlined development workflows and task management.

TKI mbH
|

Software Engineer (Intern)

Summary

Engineered a sophisticated GUI desktop application for project-based tracking of employee work hours, from concept to rollout.

Highlights

Engineered a sophisticated WPF desktop application for employee work hour tracking, utilizing C#, .NET, Entity Framework Core, and MVVM for an intuitive user interface.

Managed the full software development lifecycle from concept through to implementation and rollout, ensuring seamless integration with existing systems.

DESA GmbH
|

IT-System Technician

Summary

Managed network and security technology projects, overseeing employees and contractors to ensure successful project delivery.

Highlights

Managed network and security technology operations, ensuring robust system infrastructure and compliance with industry standards.

Led projects as a project manager, overseeing teams of employees and contractors to achieve project milestones and deliverables efficiently.

Education

University of Technology Chemnitz

M.Sc.

Neurorobotics (Computer Science)

Grade: 1.6 (Germany)

Courses

Deep Learning

Artificial Intelligence

Neuroscience

Computer Science

Machine Learning & Deep Learning Projects with TensorFlow and Keras

Data Management Project with PostgreSQL and Node.js

Thesis: Leveraging Large Language Models for Automated Web Scraping implemented with C# .NET 8 Blazor (ProfJobs)

University of Technology Chemnitz

B.Sc.

Computer Science

Grade: 2.2 (Germany)

Courses

Minor in Psychology

Projects for cross-platform development (C++)

Deep Learning (Tensorflow) and Benchmarking (C++)

Thesis: Deep Learning with Tensorflow (algorithms implemented in Python)

Vocational Training

Apprenticeship

IT System Electronics

Courses

Final examination on networked fire alarm systems

Lehngrund High School

High-School Diploma

General Education

Languages

German
English

Skills

Languages

German (Native), English (Professional working proficiency, C2).

Programming Languages

C#, Python (for AI & ML), SQL, JavaScript, VB.NET, C++, Node.js.

Frameworks and Libraries

.NET, .NET Framework, WPF, WinForms, Avalonia, Entity Framework, ASP.NET Web API, Playwright, LLaMa Sharp, Tensorflow, Keras, Semantic Kernel, Kernel Memory, React, Express, QT, Syncfusion, Blazor.

Tools

Visual Studio, Rider, GitHub, Git, Jenkins, WiX toolset, Bitbucket, Jira, Azure DevOps, PostgreSQL, Flask.

Development Practices

MVVM, DI (Dependency Injection), REST API Development, CI/CD (Continuous Integration/Continuous Deployment), Unit Testing, Web Scraping / Data Extraction, Scrum, MLOps (Machine Learning Operations), Full Software Development Lifecycle.

Technical Concepts

Deep Learning, Artificial Intelligence, Neuroscience, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Backend Development, Frontend Development, Machine Learning, Problem Solving, Network and Security Technology.

Interests

Professional

Back- and Frontend Development, Machine Learning, Problem Solving.

Hobbies

Photography.

Projects

Search Engine API

Summary

Developed a robust search engine API leveraging C#, .NET 8, and ASP.NET Core for efficient data retrieval and integration.

Productivity Application

Summary

Built a cross-platform productivity application using C#, .NET 8, Avalonia, ReactiveUI, and MVVM pattern for enhanced user experience.

Proxy-Server Management Library

Summary

Developed a proxy-server management library with C# and .NET 8, facilitating remote collaboration and network control.

WooCommerce License Manager for .NET

Summary

Developed a WooCommerce license manager using C# and .NET 8 to streamline product key management.

Browser-Based Traffic Tool (Traffic Buddy)

Summary

Developed a browser-based traffic analysis tool using C#, .NET 8, WPF, MVVM, and Playwright for detailed web interaction insights.

Website Indexing Software (Index Buddy)

Summary

Developed website indexing software using C#, .NET 6, .NET Framework 4.8, WPF, and MVVM.

Proxy-Server Management Software (Proxy Buddy)

Summary

Developed comprehensive proxy server management software using C#, .NET 8, .NET Framework 4.8, WinForms, and Syncfusion.

AI-based Image Upscaler

Summary

Created an AI-based image upscaler using Python, Flask, and AI technologies to enhance image resolution.

Movie Management System

Summary

Collaborated on a university project for a movie management system, integrating Node.js, React, Express, and PostgreSQL.

MagmaDNN Benchmark-Suite

Summary

Developed a C++ benchmark suite to determine the deep learning performance of heterogeneous CPU- & GPU-clusters.

Interactive Painting Tool

Summary

Collaborated on a university project for an interactive painting tool using C++ and QT for graphical interface development.

RSS-aggregator Apps for Windows Phone

Summary

Developed UWP C# apps (MensaDD, Heise & Golem News Live) for aggregating and displaying RSS feed information on Windows Phone.