Key H.
Software Engineer | AI&ML Certified | AWS Certified
- Role
- Software Engineer at Embed Security
- Location
- Reston, VA, US
- LinkedIn followers
- 500 followers
About Key H.
Principal Software Engineer with over 10 years of experience architecting and delivering AI/Machine Learning full-stack, cloud-native SaaS applications with a focus on cybersecurity, and enterprise-scale platforms. Proven expertise in building scalable front-end and backend systems using React, Node.js, and AWS, with a deep understanding of agile SDLC and DevOps automation. Extensive consulting background across Fortune 100 clients in finance, healthcare, and hospitality, combined with hands-on leadership in startup environments. Recent work includes developing an agentic AI platform for cybersecurity automation and launching AI-powered recommendation systems for field service operations. Passionate about driving innovation through clean architecture, cross-functional collaboration, and modern AI integration.Technical Skills:AI / ML Python, TensorFlow / Keras, Scikit-Learn, Pandas, NumP, SageMaker, Feature Engineering, Model Training & Eval, RAG, Pinecone, PGVector, LangChain, LangGraph, LangFuse, Prompt Engineering, LLM Orchestration, LLM Observability, Deep Learning Pipelines, SAS Analytics, RStudio, Anaconda, TableauBack-end FastAPI, Flask, Django, Node.js, Apollo, Koa, Spring MVC, Tomcat, Knex, MyBatis, SQLAlchemy, Mongoose, REST / GraphQL, Swagger / OpenAPI, RBAC, JWT, OAuth2, OpenDJ (LDAPv3), Secure API Design & ETL DesignDevOps (SRE) AWS (CLI / SDK / CDK / Lambda / API Gateway / S3 / RDS / SageMaker), NGINX, Docker, Kubernetes, Git, GitHub, Bitbucket, Jenkins, CircleCI, Terraform, CI/CD Automation, Observability (OpenTelemetry, Sentry, New Relic, Datadog, Kibana), FinOps Awareness, Serverless Architectures, Container OrchestrationFront-end HTML5, CSS / Sass / Less, JavaScript, TypeScript, React, Next.js, Angular (1 & 2+), Vue.js, Responsive Design, Accessibility (WCAG 2.1), Webpack, Jest, Mocha, Playwright, Figma, Sketch
Experience
Software Engineer
Oct 2024 — Present
Education
William & Mary
Bachelor's degree, Econometrics and Quantitative Economics
Georgia Institute of Technology
Master of Science - MS, Computer Science
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