Chameleon-company/MOP-Code
Nov 2024 – Dec 2024
2 Months active
Languages Used
CSVGit IgnoreGitattributesHTMLJSONJavaScriptJupyter NotebookPython
Technical Skills
API IntegrationBigQueryCloud ComputingCloud ConfigurationCode CleanupCode Commenting
SABRI GULLUOGLU
PROFILE
Sabri Gulluoglu
Sercan Gulluoglu developed an end-to-end parking occupancy analytics and forecasting pipeline for the Chameleon-company/MOP-Code repository, integrating City of Melbourne API data with Google BigQuery for storage and analysis. He engineered data cleaning, timezone normalization, and aggregation processes, then applied LSTM-based forecasting to predict occupancy trends. Using Python, SQL, and TensorFlow, Sercan visualized results with Leaflet.js and Matplotlib, delivering actionable insights into parking usage. He also improved repository maintainability by standardizing pipelines, cleaning up artifacts, and updating documentation. His work emphasized security by hardening credential management and enhanced onboarding efficiency through clear commit history and organized project structure.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
26Total
Bugs
0
Commits
26
Features
5
Lines of code
66,006
Activity Months2
Your Network
186 people
Work History
December 2024
8 Commits • 2 Features
Dec 1, 2024December 2024 performance summary for Chameleon-company/MOP-Code: Delivered end-to-end Parking Occupancy Analysis and Forecasting with data cleaning, timezone normalization, hourly/monthly aggregations, correlation analysis, and LSTM-based forecasts; completed Playground Cleanup and Documentation for Parking Slot Occupancy Detection; improved data quality and maintainability through pipeline standardization and repository hygiene. These efforts deliver actionable occupancy insights, reduce operational risk, and enhance onboarding efficiency.
8 Commits • 2 Features
Dec 1, 2024December 2024 performance summary for Chameleon-company/MOP-Code: Delivered end-to-end Parking Occupancy Analysis and Forecasting with data cleaning, timezone normalization, hourly/monthly aggregations, correlation analysis, and LSTM-based forecasts; completed Playground Cleanup and Documentation for Parking Slot Occupancy Detection; improved data quality and maintainability through pipeline standardization and repository hygiene. These efforts deliver actionable occupancy insights, reduce operational risk, and enhance onboarding efficiency.
December 2024
November 2024
18 Commits • 3 Features
Nov 1, 2024Month: 2024-11 — Focused on delivering business-value analytics for parking occupancy, hardening credentials, and tidying project artifacts in Chameleon MOP-Code. End-to-end pipeline fetches occupancy data from City of Melbourne API, loads into BigQuery, analyzes occupancy and peak usage, and visualizes results on a Leaflet map. Security hardening removed sensitive credential files and updated gitignore; service account authentication set up for Google Cloud. Completed artifacts cleanup, dataset organization, and documentation updates to improve reproducibility and maintainability.
November 2024
18 Commits • 3 Features
Nov 1, 2024Month: 2024-11 — Focused on delivering business-value analytics for parking occupancy, hardening credentials, and tidying project artifacts in Chameleon MOP-Code. End-to-end pipeline fetches occupancy data from City of Melbourne API, loads into BigQuery, analyzes occupancy and peak usage, and visualizes results on a Leaflet map. Security hardening removed sensitive credential files and updated gitignore; service account authentication set up for Google Cloud. Completed artifacts cleanup, dataset organization, and documentation updates to improve reproducibility and maintainability.
Activity
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Quality Metrics
Correctness87.6%
Maintainability89.2%
Architecture87.6%
Performance87.8%
AI Usage23.0%
Skills & Technologies
Programming Languages
CSVGit IgnoreGitattributesHTMLJSONJavaScriptJupyter NotebookPythonSQL
Technical Skills
API IntegrationBigQueryCloud ComputingCloud ConfigurationCode CleanupCode CommentingConfiguration ManagementData AnalysisData EngineeringData ScienceData VisualizationDatabase ModelingDocumentationFile ManagementFrontend Development
Repositories Contributed To
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