Skip to content
View BachNg311's full-sized avatar
0 followers · 2 following

Highlights

  • Pro

Block or report BachNg311

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
BachNg311/README.md

Thanks for visiting my GitHub! 😄

Bach Nguyen • CS + DS @ Iowa State University • ML Infra / Distributed Systems

profile views LinkedIn Email

About Me

GitHub Header

  • 🎓 Undergrad at Iowa State University (Computer Science + Data Science), Math minor.
  • 🔭 Interested in ML infrastructure, distributed systems, and building reliable, high-scale products.
  • 🌱 Incoming Software Engineer Intern @ Microsoft
    • (Azure Compute Capacity Infrastructure Service) - Summer 2026.
  • 🧪 Built systems across streaming ML (Kafka/Spark/K8s) and full-stack apps (React/Node/AWS).
  • 📌 Pinning my best work below—always open to collaboration.
  • 🌱 Prev SWE Intern @ FinBud AI

Skills 🧰

Languages

languages
SQL Assembly

Frameworks / Libraries

frameworks
Apache Spark

DevOps / Cloud

devops
AWS EC2 AWS S3 AWS RDS AWS Lambda AWS CLI

Databases / Messaging

databases
SQL Server Qdrant

Featured Projects 🚀

  • CardioRisk MLOps Pipeline — Streaming ML pipeline on Kubernetes (Kafka + Spark), MinIO (S3), Elasticsearch; orchestration with Kubeflow + serving with KServe.
  • Task Manager — Full-stack platform (React/Tailwind/Node/Express/MongoDB) with JWT APIs, AWS S3, real-time collaboration, and Gemini API features.
  • ISU PULSE — Campus platform with REST APIs + in-app AI chatbot using RAG + Qdrant.

Connect with me 🤝

LinkedIn GitHub

Pinned Loading

  1. TaskManager TaskManager Public

    A full‑featured task management and collaboration platform built with React, Material‑UI, Node.js/Express, MongoDB, and Socket.IO. The application supports real‑time chat, task management with chec…

    JavaScript

  2. Multi-LoRA-LLM-Serving Multi-LoRA-LLM-Serving Public

    Built an end-to-end LLMOps serving system that deploys Llama-3.2 with multi-LoRA adapter switching behind an OpenAI-compatible vLLM API, wrapped with a FastAPI/LangChain backend and Gradio UI, and …

    Python

  3. ISU_PULSE ISU_PULSE Public

    An Android application developed in Java. Built with Java Spring Boot for backend and Android Studio for frontend. Java docs and reports are in HTML.

    HTML

  4. cf_ai_travel cf_ai_travel Public

    Cloudflare-backed travel concierge that combines a Workers AI-powered LLM, a workflow/memory layer, and a React chat surface. The project showcases how to gather traveler input, coordinate itinerar…

    JavaScript

  5. football-analysis football-analysis Public

    A computer-vision pipeline for soccer match videos that detects and tracks players/referees/the ball, assigns teams via jersey-color clustering, and estimates ball control plus player speed & dista…

    Jupyter Notebook

  6. equity-research-agent equity-research-agent Public

    Automated US stock research pipeline using CrewAI agents and custom tools to produce equity reports and a structured recommendation

    Python