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Controlled CHAOS
:electron:
Controlled CHAOS
12 followers · 5 following

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: StarstruckAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pair Extraordinairex2Achievement: Pull Sharkx2Achievement: StarstruckAchievement: QuickdrawAchievement: YOLO

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dyneth02/README.md

 About Myself

I design AI, ML, and data systems where uncertainty is treated as a constraint, not a flaw. My work spans analytics, machine learning, and data engineering hence building pipelines, models, and reports that extract structure from noise. I value rigor over hype, explainability over spectacle. Comfortable with ambiguity, I optimize, measure, and iterate until patterns submit to discipline. I am motivated by difficult problems, accountable decisions, and turning controlled chaos into dependable insight for real-world impact contexts.

Languages, Frameworks, and Tools 

Data Science & ML: keras
Backend & APIs:
Frontend & Design:
Database & Data Eng:
DevOps & Cloud: huggingface ollama
Tools & IDEs: mssql jupyter

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  1. Air-Quality-Trends-Analysis-Project Air-Quality-Trends-Analysis-Project Public

    Full-stack air quality analytics platform built with FastAPI, React, and MySQL. Aggregates multi-source PM2.5/PM10 data, performs multi-city comparison and time-series forecasting (SARIMAX), and in…

    JavaScript 14 1

  2. Genome-based-Disorder-Prediction-System Genome-based-Disorder-Prediction-System Public

    Machine learning system for predicting genetic disorders using genomic, clinical, and demographic data. Implements robust preprocessing, feature selection, and multi-model classification (RF, XGBoo…

    JavaScript 11 1

  3. YOLOv11-People-Enter-Exit-Detector YOLOv11-People-Enter-Exit-Detector Public

    A real-time bidirectional people counting and foot-traffic analytics system powered by YOLOv11 and OpenCV. Features multi-object tracking (MOT), dual-polygon region-of-interest (ROI) logic for entr…

    Python 1

  4. MoveNet-Multipose-Detection-OpenCV MoveNet-Multipose-Detection-OpenCV Public

    A real-time multi-person human pose estimation system using TensorFlow MoveNet Multipose (Lightning). Built with OpenCV for video and webcam inference, it detects and visualizes keypoints and skele…

    Jupyter Notebook 1

  5. SQL-Data-Warehouse-Project SQL-Data-Warehouse-Project Public

    Building a modern data warehouse with Microsoft SQL Server, including ETL processes with Bronze Layer, Silver Layer and the Gold Layer, data modeling and as well as analytics.

    TSQL 11

  6. Earthquake-Data-Engineering-Pipeline-on-Azure Earthquake-Data-Engineering-Pipeline-on-Azure Public

    End-to-end Azure data engineering pipeline ingesting real-time earthquake data from the USGS API. Implements a Bronze–Silver–Gold lakehouse using Azure Data Factory, Databricks, ADLS Gen2, and Syna…

    Jupyter Notebook 4