Kamren Green
Resume
Menu

Software Engineer

>

Building dependable systems to turn clever ideas into production platforms.

View Featured WorkReach Out
Kamren Green

Highlights from various projects in my career

01

freelance

Elevate Compliance - Dental Compliance Platform

Contracted to recreate an existing platform and add user management with self-service course administration.

  • Reduced platform operating costs 74% YoY
  • Design to Production in 8 months
  • Saved ~100 internal manual admin hours per year
WordPressPHPMySQL

02

startup

SoftifAI - Multi-Agent Shopify Sales Analysis App

R&D pilot for conversational sales analysis using multi-agent orchestration and RAG

  • Tested multi-agent decomposition for better reasoning on noisy business questions
  • Integrated retrieval layers to ground responses in store-specific context
  • Created chatbot-style UI with visualization capabilities
  • Enforced strong LLMOps principles by establishing evaluation criteria and CI/CD pipeline
  • Briefly deployed to test users with 99.95% availability
PythonLLM OrchestrationLLM EvaluationVector SearchMilvusRedis

03

startup

SoftifAI - Orchestrator for Sandboxed AI Code Execution

Kubernetes-based API for isolated execution environments for AI generated code

  • Designed sandbox provisioning API with strict isolation and tenancy boundaries
  • Explored scheduling and lifecycle controls for short-lived execution workloads
  • Instrumented observability hooks for runtime behavior and incident triage
GoKubernetesSecurityObservability

Skin Cancer Classifier

Fine-tuned InceptionV3 on the HAM10000 dataset for skin lesion classification as my senior capstone. Added an inference API following graduation.

  • Created web application demo allowing local user inference using WebGPU (not OSS due to school policy)
  • Built API support for repeatable inference suitable for Kubernetes deployment
  • Owned entire development process from problem formulation to final implementation
PythonPyTorchFastAPINext.jsDockerKubernetes
View DemoGitHub

Video Downscaler

Basic utility to reduce video size and resolution while attempting to preserve visual quality.

  • Used by Elevate Compliance for delivering course instructional videos at different resolutions
  • Simple UI designed for non-technical users to run local workflows
  • Preset-driven approach to simplify bulk runs with option to target a specific resolution
PythonFFmpeg
GitHub

Additional milestones outside core project work

Screenshot showing Makeup Maven highlighted in OpenAI's Featured GPTs section

OpenAI Top Pick

Featured by OpenAI on GPT Store Front Page

My custom GPT, Makeup Maven, has amassed over 10k+ conversations and was highlighted in the Featured section of the GPT Store explore page

Try Out

Machine Learning & AI

PythonPyTorchTensorFlowKerasPandasTrainingEvaluationMonitoringInferenceFine-tuningPrompting

Backend & Infrastructure

GoBashPostgreSQLMilvusLinuxDockerKubernetesAWSSupabaseFastAPICI/CDGitGitHub Actions

Frontend

TypeScriptNext.jsReactTailwindWordPressAccessibilityPerformanceProduct UX

My personal favorite tools and technologies; many of which I use daily.

For inquiries, please reach out with details using one of the methods below.

EmailLinkedIn

Seattle, WA (PT / UTC-8)