At Hunter Engineering Company, I improved camera capture speed from 8 FPS to 20 FPS by optimizing data acquisition. I also integrated ST board firmware to capture Time-of-Flight data and added compression to speed up point cloud processing.
At Intelag Corporation, I introduced and deployed an AWS cloud foundation using OpenTofu, enabling repeatable, versioned environments. I also established IAM policies that reduced potential cloud costs by 65% and designed a simulator to make infrastructure costs and data flow easier to assess.
Earlier at Hunter Engineering Company, I built ReactJS frontends and Python/FastAPI APIs for machine learning tools, reducing annotation time to about 8 seconds per image. I also optimized data workflows to cut dataset uploads from 2 days to 7 hours and tuned PyTorch DDP training to reduce model training time by about 75%.
