
Worked extensively on the thales-markets/sports-markets-v2-risk-management repository, delivering robust data management and risk configuration solutions for sports betting markets. Over eight months, developed and maintained CSV and JSON-based configuration files, integrating new bookmaker data sources and expanding live market coverage for leagues such as the Portuguese league, Bundesliga, and EPL. Leveraged JavaScript and Node.js to automate data mapping, risk parameterization, and analytics enhancements, including DOTA2 kill statistics and soccer market feeds. Focused on environment parity, test data creation, and configuration cleanup, the work improved data reliability, streamlined risk assessment, and reduced technical debt, supporting faster, safer production deployments and analytics.
February 2026: Project-wide cleanup in the sports-markets-v2-risk-management module focused on deprecating live mapping data and restructuring SGP/Molly configurations. Completed removal of live JSON mappings for leagues and teams, and reorganized or removed SGP and Molly configuration files to reduce maintenance surface and improve future configurability. The work was executed through a series of cleanup commits, including marking live files for deletion, removing them, and relocating related configs.
February 2026: Project-wide cleanup in the sports-markets-v2-risk-management module focused on deprecating live mapping data and restructuring SGP/Molly configurations. Completed removal of live JSON mappings for leagues and teams, and reorganized or removed SGP and Molly configuration files to reduce maintenance surface and improve future configurability. The work was executed through a series of cleanup commits, including marking live files for deletion, removing them, and relocating related configs.
January 2026: Delivered data quality and market coverage improvements in the sports-markets-v2-risk-management module. Key work included expanding bookmaker data mappings to cover Italy Serie A and adding secondary entries for MLS and UEFA Europa League, with formatting fixes and removal of redundant Asian Handicap entries to streamline options. In parallel, updated risk percentages in the test environment (live-risk-balancer-testnet.csv) to better reflect current market conditions, improving risk assessment accuracy. These efforts increased betting option accuracy, reduced data duplication, and strengthened the reliability of risk decisions, enabling faster, safer go-to-production. Technologies/skills demonstrated: CSV data manipulation, data mapping, risk-balancing configuration, testnet/live environment alignment, and emphasis on maintainable commit history.
January 2026: Delivered data quality and market coverage improvements in the sports-markets-v2-risk-management module. Key work included expanding bookmaker data mappings to cover Italy Serie A and adding secondary entries for MLS and UEFA Europa League, with formatting fixes and removal of redundant Asian Handicap entries to streamline options. In parallel, updated risk percentages in the test environment (live-risk-balancer-testnet.csv) to better reflect current market conditions, improving risk assessment accuracy. These efforts increased betting option accuracy, reduced data duplication, and strengthened the reliability of risk decisions, enabling faster, safer go-to-production. Technologies/skills demonstrated: CSV data manipulation, data mapping, risk-balancing configuration, testnet/live environment alignment, and emphasis on maintainable commit history.
December 2025 achievements on thales-markets/sports-markets-v2-risk-management focused on expanding market coverage, enriching analytics, and strengthening data reliability. Delivered DOTA2 analytics enhancements, refined data scope for reporting, broadened live market options, and introduced live risk feeds with testnet data. The work improves business decisions for traders and risk teams while keeping data quality and maintainability high.
December 2025 achievements on thales-markets/sports-markets-v2-risk-management focused on expanding market coverage, enriching analytics, and strengthening data reliability. Delivered DOTA2 analytics enhancements, refined data scope for reporting, broadened live market options, and introduced live risk feeds with testnet data. The work improves business decisions for traders and risk teams while keeping data quality and maintainability high.
June 2025 performance summary for thales-markets/sports-markets-v2-risk-management focusing on data-layer improvements and cross-environment consistency. Delivered comprehensive CSV data updates across testnet and production, enabling more reliable risk calculations and faster decision-making.
June 2025 performance summary for thales-markets/sports-markets-v2-risk-management focusing on data-layer improvements and cross-environment consistency. Delivered comprehensive CSV data updates across testnet and production, enabling more reliable risk calculations and faster decision-making.
March 2025 monthly summary for thales-markets/sports-markets-v2-risk-management. Delivered a comprehensive set of blockers and configuration data updates to strengthen risk-management workflows for both testnet and mainnet. Focused on data accuracy, configuration alignment, and expanded dataset coverage to support risk evaluation and testing readiness.
March 2025 monthly summary for thales-markets/sports-markets-v2-risk-management. Delivered a comprehensive set of blockers and configuration data updates to strengthen risk-management workflows for both testnet and mainnet. Focused on data accuracy, configuration alignment, and expanded dataset coverage to support risk evaluation and testing readiness.
February 2025 monthly summary for thales-markets/sports-markets-v2-risk-management: Focused on risk-management configuration tuning to optimize exposure and pricing integrity in production and testnet. Implemented reordering of bookmaker priority and adjusted spread parameter, moving spread from 0 to 5 to improve controllability of risk. Changes applied across sgp-config*.csv files for testnet and production to align risk behavior across environments. The work was delivered through three commits updating sgp-config-testnet.csv and sgp-config.csv (production) to reflect the new priorities and spread settings. Overall, these changes strengthen risk controls, reduce potential overexposure, and improve stability in live trading and test deployments.
February 2025 monthly summary for thales-markets/sports-markets-v2-risk-management: Focused on risk-management configuration tuning to optimize exposure and pricing integrity in production and testnet. Implemented reordering of bookmaker priority and adjusted spread parameter, moving spread from 0 to 5 to improve controllability of risk. Changes applied across sgp-config*.csv files for testnet and production to align risk behavior across environments. The work was delivered through three commits updating sgp-config-testnet.csv and sgp-config.csv (production) to reflect the new priorities and spread settings. Overall, these changes strengthen risk controls, reduce potential overexposure, and improve stability in live trading and test deployments.
January 2025 monthly summary focused on delivering risk-management data provisioning and configuration updates for the sportsbook risk management platform, establishing a repeatable data lifecycle and environment parity across production and testnet. Key changes include bookmaker data provisioning/cleanup, production risk parameterization, and testnet configuration to support safe validation and faster policy iterations.
January 2025 monthly summary focused on delivering risk-management data provisioning and configuration updates for the sportsbook risk management platform, establishing a repeatable data lifecycle and environment parity across production and testnet. Key changes include bookmaker data provisioning/cleanup, production risk parameterization, and testnet configuration to support safe validation and faster policy iterations.
2024-12 Monthly Summary for thales-markets/sports-markets-v2-risk-management. Key deliverables this month include (1) Portuguese league bookmaker data source integration: added Pinnacle as a bookmaker source for the POR1 entry in live-bookmakers-per-sport-testnet.csv, enabling live data for Portuguese league matches; (2) Live leagues and market mappings updates to improve data accuracy and coverage: added Bundesliga; included EPL; fixed league IDs; general data/config improvements for accurate data processing and display. Impact: enhanced data completeness and reliability for live markets, reducing gaps and mislabeling, and enabling better trader decision-making and downstream system quality. Tech/Business value: expanded data sources and mappings, improved data quality, and streamlined configuration updates for faster iteration and more accurate live displays. Technologies/skills demonstrated: data source integration (Pinnacle), CSV/JSON mapping updates, version control, testnet readiness, and data quality improvements.
2024-12 Monthly Summary for thales-markets/sports-markets-v2-risk-management. Key deliverables this month include (1) Portuguese league bookmaker data source integration: added Pinnacle as a bookmaker source for the POR1 entry in live-bookmakers-per-sport-testnet.csv, enabling live data for Portuguese league matches; (2) Live leagues and market mappings updates to improve data accuracy and coverage: added Bundesliga; included EPL; fixed league IDs; general data/config improvements for accurate data processing and display. Impact: enhanced data completeness and reliability for live markets, reducing gaps and mislabeling, and enabling better trader decision-making and downstream system quality. Tech/Business value: expanded data sources and mappings, improved data quality, and streamlined configuration updates for faster iteration and more accurate live displays. Technologies/skills demonstrated: data source integration (Pinnacle), CSV/JSON mapping updates, version control, testnet readiness, and data quality improvements.

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