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Posts tagged as "Python"

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Jan 1, 0001 2 min

Engineer Intern at Zetamotion

V
Viet Hoang

Overview

At Zeta Motion, I worked on developing AI-powered enterprise web applications, focusing on delivering responsive user interfaces and reliable integration with backend services. The role required handling real-time data flows from AI systems while maintaining performance and scalability across the application. I collaborated closely with cross-functional teams, including backend developers and product managers, to ensure that the applications met user needs and adhered to best practices in software development. The experience provided valuable insights into building production-ready systems that effectively leverage AI technologies in a business context.

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Python
Jan 1, 0001 1 min

Big Data NOAA - Weather Analytics

V
Viet Hoang

Overview

A distributed big data analytics system built to process and analyze historical weather data from NOAA (National Oceanic and Atmospheric Administration). The project leverages Hadoop MapReduce for large-scale data processing, HBase for storage, and a Python-based UI for interactive visualization of weather trends across global stations.

Key Features

  • Distributed Data Processing — Hadoop MapReduce jobs for processing large-scale NOAA weather datasets (TMIN, TMAX, etc.)
  • HBase Storage — scalable NoSQL database for storing station metadata and processed weather records
  • Interactive UI — Python-based interface with a map view for exploring weather stations across the globe
  • Global Trend Analysis — compute and visualize temperature trends over time at global and per-station levels
  • Dockerized Infrastructure — fully containerized Hadoop, HBase, and Zookeeper cluster for local development

My Responsibilities

  • Led the team of 3, coordinating task assignments and setting project milestones
  • Organized sprint meetings and tracked progress to ensure on-time delivery
  • Developed data download and ingestion scripts for NOAA station datasets
  • Built MapReduce jobs for weather data processing and trend analysis
  • Contributed to the Python CLI and UI for running analytic jobs and viewing results
  • Helped configure the Docker-based distributed environment (HDFS, HBase, Zookeeper)
  • Reviewed team members’ code and managed pull requests

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