DataBytes-Organisation/DiscountMate_new
Apr 2025 – Sep 2025
4 Months active
Languages Used
PythonMarkdown
Technical Skills
API IntegrationConfiguration ManagementData ExtractionDynamic Content FetchingError HandlingMongoDB
Shishir Dhakal
PROFILE
Shishir Dhakal
Over four months, S224365862 engineered and enhanced data scraping and automation workflows for the DataBytes-Organisation/DiscountMate_new repository. They refactored the Coles grocery scraper to use API-driven extraction with proxy rotation and stealth techniques, improving reliability and reducing maintenance. Their work included a configuration management overhaul, introducing environment-based secrets and per-retailer templates using Python and configparser, which strengthened security and onboarding. S224365862 also addressed automation reliability on EC2 by clearing Chrome user data and implemented robust error handling for blocked requests. Comprehensive documentation and ethical guidelines were delivered, supporting governance, onboarding, and compliance for data-driven operations across the project.
Overall Statistics
Feature vs Bugs
78%Features
Repository Contributions
11Total
Bugs
2
Commits
11
Features
7
Lines of code
1,017
Activity Months4
Your Network
129 people
Work History
September 2025
4 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary focusing on reliability, security hygiene, and automation enhancements for the DiscountMate_new repository. Key outcomes include stabilized EC2 scraping workflows, improved security posture, and expanded scraper robustness with accompanying documentation to support maintenance and governance. Business value delivered includes higher automated throughput, lower incident rate in scraping tasks, and clearer engineering hygiene and documentation for faster on-boarding and compliance.
4 Commits • 2 Features
Sep 1, 2025September 2025 monthly summary focusing on reliability, security hygiene, and automation enhancements for the DiscountMate_new repository. Key outcomes include stabilized EC2 scraping workflows, improved security posture, and expanded scraper robustness with accompanying documentation to support maintenance and governance. Business value delivered includes higher automated throughput, lower incident rate in scraping tasks, and clearer engineering hygiene and documentation for faster on-boarding and compliance.
September 2025
July 2025
4 Commits • 2 Features
Jul 1, 2025July 2025 monthly summary for DataBytes-Organisation/DiscountMate_new. Focused on hardening configuration management and enriching data quality to support multi-retailer deployments and improve traceability, with strong emphasis on security and onboarding readiness. Delivered two major feature areas: (1) configuration management overhaul to remove hardcoded secrets, load secrets via configparser, and introduce per-retailer templates (.ini and .env.example) along with updated setup docs; (2) Coles scraper enhancements with environment-based credentials, timestamps on data and filenames, and category slugs for better organization. These changes reduce security risk, enhance data quality, and enable faster onboarding for additional retailers. No separate bug fixes were required this month; the work was feature-focused with documentation improvements and commits clearly tracked for traceability.
July 2025
4 Commits • 2 Features
Jul 1, 2025July 2025 monthly summary for DataBytes-Organisation/DiscountMate_new. Focused on hardening configuration management and enriching data quality to support multi-retailer deployments and improve traceability, with strong emphasis on security and onboarding readiness. Delivered two major feature areas: (1) configuration management overhaul to remove hardcoded secrets, load secrets via configparser, and introduce per-retailer templates (.ini and .env.example) along with updated setup docs; (2) Coles scraper enhancements with environment-based credentials, timestamps on data and filenames, and category slugs for better organization. These changes reduce security risk, enhance data quality, and enable faster onboarding for additional retailers. No separate bug fixes were required this month; the work was feature-focused with documentation improvements and commits clearly tracked for traceability.
May 2025
2 Commits • 2 Features
May 1, 2025Month: 2025-05 — Key feature deliveries for DiscountMate_new: API-based Coles scraper revamp with proxy rotation, stealth techniques, dynamic build ID extraction, robust error handling, and dynamic category fetching; plus Coles Scraper Documentation for T1 2025. No major bugs fixed this period; focus was on feature delivery and stabilization. Business value: increased data availability, improved scraping reliability, reduced maintenance overhead, and clearer user guidance. Technologies/skills demonstrated: API-driven scraping, proxy management, stealth techniques, dynamic build ID and category extraction, robust error handling, and comprehensive documentation.
2 Commits • 2 Features
May 1, 2025Month: 2025-05 — Key feature deliveries for DiscountMate_new: API-based Coles scraper revamp with proxy rotation, stealth techniques, dynamic build ID extraction, robust error handling, and dynamic category fetching; plus Coles Scraper Documentation for T1 2025. No major bugs fixed this period; focus was on feature delivery and stabilization. Business value: increased data availability, improved scraping reliability, reduced maintenance overhead, and clearer user guidance. Technologies/skills demonstrated: API-driven scraping, proxy management, stealth techniques, dynamic build ID and category extraction, robust error handling, and comprehensive documentation.
May 2025
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025: Delivered a governance-focused documentation artifact for DiscountMate_new, establishing ethical data collection practices. The primary deliverable was the Ethical Web Scraping Guidelines document, ensuring compliant scraping actions and reducing organizational risk. This contribution enhances risk management, onboarding, and cross-team consistency when sourcing data.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025: Delivered a governance-focused documentation artifact for DiscountMate_new, establishing ethical data collection practices. The primary deliverable was the Ethical Web Scraping Guidelines document, ensuring compliant scraping actions and reducing organizational risk. This contribution enhances risk management, onboarding, and cross-team consistency when sourcing data.
Activity
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Quality Metrics
Correctness92.8%
Maintainability91.0%
Architecture90.0%
Performance85.4%
AI Usage25.4%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
API IntegrationAutomationConfiguration ManagementData EngineeringData ExtractionDatabase IntegrationDocumentationDynamic Content FetchingError HandlingMongoDBProxy ManagementPyAutoGUIPythonSeleniumWeb Scraping
Repositories Contributed To
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