Backend-Focused Full-Stack Developer · NestJS · TypeScript · AWS Building and owning production backend systems — from API design to AWS infrastructure and CI/CD — with growing experience in event-driven architecture and applied ML.
| Layer | Technologies |
|---|---|
| Backend | NestJS, Node.js, Express.js, Next.js (API routes / server actions), RESTful APIs |
| Frontend | React, Next.js, Tailwind CSS, Material-UI |
| Databases | PostgreSQL, MongoDB, MySQL |
| Cloud & DevOps | AWS (EC2, S3, ECR, ECS, IAM, VPC, EventBridge, RDS, SQS), Docker, GitHub Actions (CI/CD), Linux |
| Machine Learning | Scikit-learn, TF-IDF, Multinomial Naive Bayes |
| Languages | TypeScript, JavaScript, Python |
Backend & API engineering — Production REST APIs, MongoDB aggregation pipelines, role-based access control, and schema migrations across multi-environment deployments.
Cloud & DevOps — AWS infrastructure provisioning (EC2, S3, ECS, IAM, VPC) and a self-built GitHub Actions CI/CD pipeline handling testing, builds, and deployment.
Event-driven systems — Built a service using AWS SQS consumers and FFmpeg to power an asynchronous media/audio processing pipeline, with AI service integration (OpenAI, ElevenLabs).
Full-stack delivery — Independently architected and shipped a Next.js/MongoDB healthcare platform end-to-end, including a trained TF-IDF + Naive Bayes classification model.