Kitana Toft

✦ Software Engineer & AI Specialist

Technology enablement specialist bridging the gap between cutting-edge AI capabilities and real-world applications. Currently at Supermicro, specializing in LLMs, multimodal systems, RAG architectures, and AI agents on enterprise GPU platforms.

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ABOUT ME

Passion, Purpose & Perseverance ✦

I'm a passionate software engineer and technology enablement specialist with expertise in AI/ML, cloud computing, and modern web development. Currently working with Supermicro, I specialize in demonstrating cutting-edge AI technologies including LLMs, multimodal systems, RAG architectures, and AI agents on advanced GPU computing platforms.

I believe in test-driven development and data-driven decisions, ensuring reliable and evidence-based software solutions. My approach combines technical excellence with user-centered design, creating products that are not just functional, but intuitive and impactful.

Whether it's developing AI demonstrations, creating educational content, or building scalable web applications, I'm passionate about making complex technology accessible and empowering others to leverage these tools effectively.

🤖 AI/ML

PyTorch • TensorFlow • LangChain • Hugging Face • Gradio • CUDA

☁️ Cloud & DevOps

AWS • Azure • GCP • Docker • Kubernetes • Terraform

🌐 Web Development

React • Next.js • Svelte • Node.js • TypeScript • Python

💾 Data & Backend

PostgreSQL • MongoDB • Redis • GraphQL • REST APIs

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AIARTISAN

"Every demo is a story waiting to be told."

"Code is poetry written in logic and translated into possibility."

CODE + ARTIST TECH + CREATOR

"Making AI accessible, one tutorial at a time."

Specialties

AI/ML DevelopmentHardware & GPU SystemsContent Creation & EducationTechnical Storytelling

BUILD
MAGIC

CODE
CREATE
INSPIRE

☆

THE
ARSENAL

In the vast universe of code, every developer carries their own arsenal...

These are not just technologies... they are the building blocks of digital dreams, the instruments of creation, the weapons against impossible deadlines.

Frontend Development

Building Interactive UIs

ReactSvelteTypeScriptTailwindNext.js

Crafting responsive, accessible, and performant user interfaces with modern frameworks and design systems.

Backend Systems

Scalable Server Architecture

Node.jsPythonPostgreSQLRedisDocker

100 75 50 25 0

APIs

DBs

Auth

Cache

Designing and implementing robust APIs, microservices, and database architectures that scale with demand.

DevOps & CI/CD

Automation & Deployment

GitHub ActionsDockerKubernetesAWSTerraform

100+

Pieces

Streamlining development workflows with automated testing, continuous integration, and deployment pipelines.

AI/ML Engineering

Intelligent Systems

PythonPyTorchLangChainHugging FaceOpenAI

100 75 50 25 0

20202021202220232024

Building intelligent systems with cutting-edge models, RAG pipelines, and deploying ML solutions at scale.

Content Creation

Technical Storytelling

MediumYouTubeTech WritingTutorialsSpeaking

Creating compelling educational content, technical documentation, and video tutorials that make complex technology accessible.

EXPERIENCE

Where I've worked ✦

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July 2023 - Present

Technology Enablement Engineer

Super Micro Computers • San Jose, California

Helped build and deploy compelling AI demonstrations showcasing the latest AI software on Supermicro's enterprise servers including NVIDIA B200/H100/H200, RTX PRO 6000, AMD MI350, and Intel Gaudi/Flex/Max series. Implemented and fine-tuned cutting-edge models (LLMs, RAG systems, multi-modal, visual generation) for presentations, video tutorials, workshops, and live demos. Produced educational content for Supermicro's YouTube channel.

PythonPyTorchLangChainGradioDocker

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September - December 2022

Software Engineer — Apprenticeship

SproutLabs Smart Irrigation • Santa Cruz, California

Developed fullstack smart irrigation platform with admin APIs and microservices for data visualization. Implemented comprehensive testing suite and CI/CD pipeline with Docker containerization for reliable deployments.

APIsDockerCI/CDMicroservices

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March - June 2022

Senior Project Developer

CruzCal - Scheduling Tool • Santa Cruz, California

Led 5-person team to build a scheduling productivity web app for 20,000+ UCSC students. Managed full product lifecycle using modern React stack with monorepo architecture and comprehensive testing.

Next.jsReactTypeScriptJotaiJest

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April - August 2013

Engineering Assistant

UH Manoa Agricultural Engineering Institute • Honolulu, Hawai'i

Contributed to industrial coffee roaster design and development. Translated mechanical designs into precise CAD models using AutoCAD, bridging hardware and software engineering workflows.

AutoCADEngineering DesignCAD

EDUCATION

Academic background ✦

Bachelor of Science in Computer Engineering

University of California, Santa Cruz

Computer Science Minor • Graduated with Honors

2020 - 2022

Specialized in systems programming, computer architecture, and embedded systems. Core curriculum included algorithms, data structures, operating systems, networks, and parallel programming.

Associate of Science

Foothill College

Computer Science, Engineering, & Mathematics • Honors

2014 - 2020

Foundation in computer science fundamentals, software engineering principles, and mathematical modeling. Emphasized object-oriented programming and algorithm design.

CERTIFICATIONS & AWARDS

AI/ML Engineering Certifications

Professional Development

Continuous learning in artificial intelligence and machine learning

2023 - Present

Completed advanced courses in Large Language Models, RAG systems, prompt engineering, and production ML deployment. Focus on practical applications and cutting-edge techniques.

Verified Credentials

Dean's List & Academic Excellence

University of California, Santa Cruz

Recognized for outstanding academic achievement

2020 - 2022

Consistently achieved Dean's List recognition for maintaining exceptional GPA while balancing rigorous coursework in computer engineering and computer science.

Academic Honor

MY
JOURNEY

Every entry below is a short chapter—click to unfold the challenge, the solution, and the result.

MEDIA

Video Presentations & Tutorials ✦

The Future of AI Development Solutions - Super AI Station ARS-511GB-LCC

Technical

1.1K 36

The Future of AI Development Solutions - Super AI Station ARS-511GB-LCC

Technical Presentation • Jan 2026

Technical

4K 18

Why Supermicro?

Technical Presentation • Aug 2025

Demo

1.5K 28

Supermicro NVIDIA HGX B200: Speech-to-Text and Image Generation Demo

Product Demo • Aug 2025

14 videos

Technical Writings ✦

Article 1

Binary Trees Explained

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A comprehensive guide to understanding binary trees, one of the most fundamental data structures in computer science. Learn about tree traversals, common operations, and practical applications.

Read on Medium →

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Hover arrows or drag to explore

Article 2

Linked List Explained

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Master linked lists, a dynamic data structure that allows efficient insertions and deletions. Discover how nodes connect through pointers and when to use linked lists over arrays.

Read on Medium →

Article 3

Binary Search Explained

🔍📊⚡

Master the binary search algorithm, an efficient method for finding specific items in sorted lists. Discover how this logarithmic-time algorithm works by repeatedly dividing the search interval in half until the target is found.

Read on Medium →