Shyam Kumar Reddy K

2+ years of work experience

Nov 20241 yr 10 mosPresent

Hyderabad, Telangana, India

• Built a custom Django Smart Migrate command to fix cross-environment migration drift across 21 edge cases, cutting migration time by 95% and improving release stability (70% higher successful deploy windows/uptime). • Shipped multi-region track-and-trace compliance capabilities for Indonesia, Saudi Arabia, and the EU, supporting 22+ regulatory report types and expanding the platform’s addressable compliance footprint. • Engineered a serial-number scanning pre-validation workflow to block invalid events earlier in the traceability path, 60% reducing operator rework.

Jul 20236 mosDec 2023

Remote

• Delivered predictive maintenance models for industrial boilers using real-time IIoT sensor streams, benchmarking 8 modeling approaches for anomaly detection and ranking candidates by precision/recall tradeoffs. • Reached 98% classification accuracy per boiler on the validated holdout set, enabling earlier fault warnings and supporting higher production uptime. • Productionized evaluation workflows (train/validation splits, thresholding, and error analysis) to cut false alarms and convert model outputs into actionable maintenance triggers for operations teams.