Manuel Marin

Software Architect specializing in AI/ML & Robotics

Austin, TX

Seeking a role where I can apply my software engineering experience and growing AI expertise to build intelligent, scalable systems

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Professional Experience

Architected scalable enterprise applications using .NET Core and Angular (15–19), leading modernization of legacy platforms into performant, maintainable systems on .NET 8 and Angular 18.

Designed and launched a greenfield application now valued at over $1M, driving technical architecture, implementation strategy, and developer onboarding.

Applied AI/ML expertise to prototype intelligent features including anomaly detection models and LLM-powered assistants using Hugging Face, LangChain, LoRA, and Ollama.

Built and deployed fine-tuned LLMs for instruction-following tasks, leveraging LoRA for memory efficiency and Ollama for local deployment.

Integrated Highcharts, AG Grid, and internal dashboards to visualize real-time manufacturing metrics and operational KPIs, enhancing data-driven decision-making.

Mentored engineers into senior roles while establishing development best practices and architectural clarity across full-stack .NET and Angular projects.

Prevented a $1M production failure by identifying flaws in a critical hardware/software system and implementing the fix internationally.

Successfully migrated and refactored legacy .NET Framework apps, reducing technical debt and improving long-term system health.

Recognized for bridging product and engineering through technical leadership, stakeholder collaboration, and scalable design.

Work Experience

2019 - Present

Software Architect

INFICON

  • Define and guide architecture of enterprise manufacturing applications
  • Led a development team building and maintaining .NET and Angular-based solutions
  • Partner with product owners to shape scalable technical solutions
  • Modernized legacy .NET apps and introduced modular frontend architecture (Angular)
  • Research AI use cases including LLM-based assistant prototypes
  • Mentored developers in architectural thinking and technical growth
  • Refactored legacy components into reusable modules and improved maintainability
  • Took ownership of complex bug fixes, refactoring tasks, and performance improvements
2012 - 2019

Automation Engineer

Fluence Bioengineering

  • Developed embedded software and automated systems for testing and production
  • Created internal tools to write code to microchips and track assembly line metrics
  • Built custom interfaces for test station control, improving throughput and repeatability
  • Created automation scripts and diagnostic tools to support hardware integration and reduce manual labor
  • Integrated sensors and automation scripts to validate electrical performance and ensure compliance with test specifications
  • Identified and reported process inefficiencies, contributing to several engineering-driven improvements

Technical Skills

Languages

C# TypeScript Python JavaScript SQL HTML/CSS

Frameworks

.NET 8 ASP.NET Core Angular 19 React Node.js SignalR

AI/ML Tools

PyTorch TensorFlow scikit-learn Keras Hugging Face Stable-Baselines3

LLMs & NLP

LoRA Fine-Tuning LangChain Ollama RAG Prompt Engineering OpenAI API

Data & State Management

Oracle SQL Server Dapper Entity Framework Core NgRx RxJS

UI/UX Libraries

Angular Material AG-Grid Enterprise PrimeNG Bootstrap Highcharts Material Design

Data Science

pandas NumPy Jupyter Matplotlib Seaborn

DevOps & Tools

Docker Git Nx Monorepo Webpack IIS Azure DevOps

Testing

Cypress Jest Playwright NUnit Jasmine/Karma Moq

Education

Master of Science in Computer Science

AI Concentration

Dakota State University

Expected December 2025

Bachelor of Science in Computer Science

Minor in Mathematics

Dakota State University

Associate of Science

Robotics and Automation

Austin Community College

Projects

In-depth AI/ML projects from my Master's in Computer Science with AI concentration at Dakota State University

Game Zone 🎮

Take a break and play some games I've built!

Flappy Bird

Classic arcade fun!

Penalty Kicks

Score amazing goals!

Tetris

Classic block puzzle!

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