GeezerVison is showing github.com — dyneth02 - Overview
AI/ML interested Soul. I build intelligent systems where uncertainty is not avoided but constrained. BSc in IT specializing in Data Science (UG)
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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.
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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
29
21
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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
12
4
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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
15
3
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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
12
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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
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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
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