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minhnhat1206/README.md
Typing SVG

๐Ÿ‘จโ€๐Ÿ’ป About Me

  • ๐ŸŽ“ Final-year Data Engineering student at HCMC University of Technology and Education (HCMUTE).
  • ๐Ÿ”ญ I specialize in building End-to-End Data Lakehouse architectures & RAG AI Systems.
  • โ˜๏ธ AWS Certified Cloud Practitioner with a strong grasp of cloud infrastructure.
  • ๐Ÿ’ก Experience as a Teaching Assistant at Really English Center, honing communication and mentoring skills.
  • ๐Ÿ’ผ Looking for Internship / Fresher opportunities in Data & AI Engineering.

๐Ÿ› ๏ธ Tech Stack

Category Technologies
Languages Python Java SQL C++
Big Data Apache Spark Apache Kafka Hadoop Hive Airflow
Lakehouse & DB Trino Iceberg MinIO MongoDB Postgres
AI & ML PyTorch TensorFlow Gemini OpenCV
DevOps & Cloud Docker AWS Git Grafana

๐ŸŒŸ Featured Projects

Project Tech Stack Description
๐Ÿ›ก๏ธ Smart Security Lakehouse Spark Kafka Iceberg RAG Real-time violence detection system combining Edge AI with a Medallion Lakehouse architecture.
๐Ÿ“Š Real-time Web Log Analytics Spark Flume InfluxDB Grafana Centralized logging system monitoring Nginx servers in real-time to detect anomalies.
๐Ÿ“ข Reddit Streaming Lakehouse Spark Kafka Airflow Trino End-to-end pipeline ingesting live Reddit discussions for Sentiment Analysis using Medallion Architecture.
โ™ป๏ธ Synthetic Waste Classif. PyTorch CNN Transfer Learning Solved data scarcity in waste classification using Synthetic Data & Deep CNNs (ResNet, DenseNet).
๐Ÿ“ˆ US Accidents DWH SQL Server SSIS SSAS Power BI Built a comprehensive Data Warehouse to analyze US traffic accident data (2016-2023) and identify risk factors.
๐ŸŽฎ Nintendo Market Analysis Python NLP LDA Pandas Market research on Nintendo Switch using Sentiment Analysis and LDA to propose hardware improvements.
๐Ÿซ UTExLMS System C# SQL Server Entity Framework Database-driven Learning Management System enabling course management with MVVM architecture.

๐Ÿ† Certifications & Achievements

  • ๐Ÿ… AWS Certified Cloud Practitioner - Amazon Web Services
  • ๐ŸŽฏ TOEIC 910/990 (Listening & Reading)
  • ๐Ÿ† Top 7, Mastering IT Competition
  • ๐Ÿฅ‰ Third Prize, English Speaking Contest (District Level)

๐Ÿ“ˆ GitHub Stats

Minh Nhat's GitHub Stats Top Languages

"Data implies something about every object in the universe, and we are the ones who listen."

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  1. Smart-Security-Monitoring-System Smart-Security-Monitoring-System Public

    Shell 1 1

  2. huy-dataguy/NYC-Taxi-Lakehouse huy-dataguy/NYC-Taxi-Lakehouse Public

    Real-time Big Data Streaming simulating NYC taxi trip analytics using a modern Lakehouse architecture. Ingests high-volume Parquet data into Kafka, processes it with Spark Structured Streaming, stoโ€ฆ

    Python 1 4

  3. hungfnguyen/realtime-log-analytics hungfnguyen/realtime-log-analytics Public

    Python 1

  4. huy-dataguy/Reddit-Streaming-Lakehouse huy-dataguy/Reddit-Streaming-Lakehouse Public

    Reddit data pipeline with Lakehouse architecture. Collects posts & comments, processes them (Bronze -> Silver -> Gold), performs sentiment/trend analysis, and visualizes with Superset. Built with โ€ฆ

    Jupyter Notebook

  5. duonghieu7104/Nintendo-Data-Analysis duonghieu7104/Nintendo-Data-Analysis Public

    A data analysis project reviewing the hardware of three handheld gaming consoles: Nintendo Switch V1, Lite, and OLED. The project also explores popular exclusive game titles from Nintendo.

    Jupyter Notebook 3

  6. duonghieu7104/US_Accidents_DWH duonghieu7104/US_Accidents_DWH Public