Selected work / 01
Production operations, applied AI, innovation concepts, and the applications that started my engineering journey.
36 projects
Fine-grained access, rate limits, and anomaly alerts in front of APIs
A security infrastructure concept adding per-user permissions, rate limits, device checks, audit logs, and anomaly detection in front of APIs.
Alert staff before temperature failures spoil inventory
An edge IoT concept where local sensors track temperature and humidity, buffer data during outages, and alert staff before spoilage thresholds.
Detect safety risks on-device without streaming all footage
An edge vision concept that detects missing helmets, unsafe zones, or vehicle proximity on-device and alerts supervisors, keeping footage local.
Catch underperforming solar and battery systems early
An edge monitoring concept collecting inverter, battery, and weather data, detecting underperformance, and recommending maintenance.
Turn usage, tickets, and invoices into a daily churn-risk score
A data engineering concept combining product usage, support tickets, invoices, and NPS into a daily churn-risk score with recommended actions.
Fast, affordable processing for uploaded images and PDFs
A performance concept in Rust for compression, OCR, watermarking, conversion, validation, and thumbnail generation behind a simple API.
Score and route leads in milliseconds
A low-latency concept scoring leads with rules, ML features, and enrichment data, then routing them to the right team immediately.
Find idle cloud resources and estimate safe savings
A FinOps concept that inventories cloud resources, detects idle or oversized ones, estimates monthly savings, and queues cleanup actions for approval.
Run flexible compute jobs when energy is cheaper and cleaner
A green software concept scheduling reports, backups, training jobs, and exports during lower-cost or lower-carbon periods under clear policies.
Some professional work is confidential. Public descriptions stay at a high level and omit customer data, internal systems, and unapproved screenshots.