iAllo

Remote

• Owned the full-stack billing redesign end-to-end, architecting 9 new React/TypeScript components and 6 backend endpoints for subscription management, usage analytics, and credit purchasing
• Built Stripe payment integration including Checkout Sessions, webhook event processing, Customer Portal, and idempotency protection against duplicate transactions
• Designed a usage analytics engine with PostgreSQL time-bucketed aggregation, configurable granularity, period-over-period comparison metrics, and AI-generated insights
• Established integration testing patterns for the billing system with 16 test cases covering payment flows, auth boundaries, and input validation edge cases
• Identified and resolved a systemic subscription state gap where expired plans bypassed frontend guards, implementing Zustand-based state reconciliation with reason-aware modal flow control

LARRI - Louisville Automation & Robotics Research Institute

Louisville, KY

• Trained custom YOLO-NAS object detection models for a high-throughput industrial sorting facility, tuning hyperparameters and optimizing inference for real-time production deployment
• Designed data augmentation pipelines with motion blur, lighting variations, and geometric transforms to improve model accuracy across changing warehouse conditions
• Built a multi-object tracking system using IoU-based matching and flicker detection to maintain consistent box identification across video frames
• Developed model evaluation tools that compute mAP, precision, and recall on labeled datasets to guide model selection and tuning decisions
• Architected an end-to-end ROS 2 computer vision pipeline that integrates camera streams, object detection, and barcode decoding into a single deployable system
• Containerized ML environments with Docker and set up CI/CD pipelines with automated testing to standardize workflows and speed up team onboarding

ASCC Logistics - Global Enterprise

Nairobi HQ, 20+ International Offices

• Designed and shipped scalable API architectures powering enterprise logistics applications across 20+ international offices
• Developed AI-driven automation systems that improved logistics efficiency by 20% and reduced processing time by 30%
• Led cross-functional deployment of cloud-based AI solutions on AWS and Google Cloud, serving global operations
• Architected high-performance database structures optimized for real-time logistics tracking and analytics