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katavinanguyen/README.md

About Me

Hi! I’m Katavina Nguyen, a Software Developer based in Virginia with a strong focus on full-stack development, cloud systems, and large-scale backend engineering. I hold a B.S. in Computer Science and have hands-on experience modernizing enterprise platforms, building microservices, and delivering high-impact features across complex SQL-backed systems.

My core strengths include Python, Java, SQL Server, and full-stack development across modern web and mobile architectures, supported by deep experience with AWS serverless design (Lambda, API Gateway, DynamoDB, S3), distributed systems patterns, and containerized microservice deployments. I’ve rebuilt legacy services into scalable APIs, optimized stored procedures used by hundreds of warehouses, and delivered production platforms that emphasize performance, reliability, and clear operational metrics.

I’m expanding into generative AI, ML, and advanced cloud architectures to broaden the scope of the systems I build. My work style is highly adaptive and action-oriented. I take ownership in ambiguous environments, move quickly without sacrificing quality, and collaborate effectively across teams to deliver results.

I thrive in roles where I can go in-depth into backend logic, improve performance at scale, and build products that have a direct impact on users.

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Languages & Frameworks

Java Python SQL TypeScript JavaScript Spring Boot Flutter React Node.js

AWS & Cloud

AWS Lambda API Gateway DynamoDB S3 EventBridge CloudWatch ECS Fargate EC2

DevOps, CI/CD & ML

Docker Athena PyTorch Transformers

Certifications

AWS DVA-C02 AWS CLF-C02

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  1. distributed-vendor-sync-system distributed-vendor-sync-system Public

    Distributed Vendor Synchronization System (DVSS) is a serverless, event-driven ingestion and normalization pipeline for vendor order and inventory updates. It emphasizes durability, idempotency, an…

    Java

  2. data-imputation-desktop-app data-imputation-desktop-app Public

    Java/Spring Boot + Swing desktop app for cleaning and interpolating time-series CSV data. Automatically detects intervals, fills missing timestamps, preserves keywords, computes per-column statisti…

    Java

  3. aws-serverless-rest-api aws-serverless-rest-api Public

    Fully serverless REST API for inventory management using AWS Lambda, API Gateway, and DynamoDB. Includes RBAC, pre-signed S3 uploads, and CloudWatch monitoring. Scalable, secure, and ideal for lear…

    Python

  4. hybrid-sentiment-analysis-engine-for-ugc hybrid-sentiment-analysis-engine-for-ugc Public

    Built to help researchers and marketers extract actionable sentiment insights from noisy, context-heavy online content. A hybrid sentiment analysis engine for UGC, combining LDA topic modeling with…

    Jupyter Notebook