greSQL, DynamoDB, MongoDB Atlas, Lambda, API Gateway, ECS, SQS, SES) us-

ing CDK CloudFormation infrastructure-as-code, serving 1,000+ car dealerships,

processing 250,000+ outbound messages daily.

tomers and extracting maximum customer lifetime value through seamless

email (AWS SES) and SMS (Twilio) agent integration.

Datadog monitoring, custom alerting, and automated incident response, main-

taining high uptime across dealerships and reducing MTTR.

and Redis caching, processing hundreds of flight records daily across 6+ air-

ports.

from eVTOL aircraft telemetry, handling long-running processing jobs for flight

data analysis.

class components to functional hooks by hand, programmatically generated a

proof-of-concept OpenAPI OAS3 schema for over 400+ API methods.

ated images using Python notebooks, Weights & Biases for training runs, and

training on RTX 2080 Ti and V100 GPUs.

tion, firearm detection with low latency reporting, and super-resolution using

Nvidia Triton Inference Server and INT8 quantization, supporting 150+ concur-

rent camera feeds via RTSP streams enabled by Pion WebRTC to reduce latency.

data processing, enabling seamless integration between computer vision mod-

els and frontend applications.