I build systems that work in the field,and now design how agents work.

Developed the vision tracking pipeline, broadcast-equipment integrations, backend and frontend applications, and deployment workflow.

Implemented DeckLink video ingestion, vMix API-driven scene control, player tracking, an extensible per-game modular architecture, and CI/CD.

Computer Vision · DeckLink · vMix API · React · Flask · GitHub CI/CD

Delivered an end-to-end automation pipeline that converts video-analysis results into live broadcast scene changes.

Led development of the sensor ingestion pipeline, backend, dashboard, and forecasting models.

Implemented Raspberry Pi-based data collection, real-time ingestion, dashboard visualization, and LSTM/ARIMA-based trend forecasting.

Raspberry Pi · Python · Django · Database · LSTM · ARIMA

Unified field data collection, monitoring, and forecasting in a single operational service.

Developed the full solution, from model training and optimization to visualization, backend services, and the monitoring dashboard.

Trained YOLO models, built the OpenCV pipeline, added multithreaded processing and detection-data delivery, and optimized execution on low-spec PCs.

YOLO · OpenCV · Python · Multithreading · Flask · Docker

Maintained reliable detection performance and throughput under constrained compute resources.

Handled industrial protocol analysis, data integration, and development of the React/TypeScript dashboard.

Reverse-engineered PLC packets, identified CC-Link IE Net behavior, and implemented real-time value collection and administrative interfaces.

PLC · CC-Link IE Net · Packet Analysis · React · TypeScript · Flask

Connected undocumented industrial equipment to a browser-based monitoring system through protocol analysis.

Developed the Android application, location backend, P2P networking layer, and thermal-sensor integration.

Implemented GPS processing, JWT authentication, a Wi-Fi Direct P2P proxy, and thermal-camera data parsing.

GPS · JWT · Wi-Fi Direct · Android · Node.js · Thermal Camera

Designed peer-to-peer relaying so nearby users could exchange safety data despite unreliable cellular coverage.

Developed the recommendation scoring algorithm, Flask API, and React-based results interface.

Combined candidate evaluation criteria, conflict-exclusion logic, and recommendation retrieval into a single service workflow.

Scoring Algorithm · Python · Flask · React · Database

Integrated the recommendation engine and user interface into a real-world operational review process.

Designed and implemented the blockchain and distributed-storage architecture along with paper submission and retrieval services.

Built IPFS file uploads, NFT ownership records, and the workflow linking on-chain transactions to paper metadata.

Blockchain · NFT · IPFS · Flask · Database

Created an architecture that preserves file-location and ownership verification even if the central server becomes unavailable.

Owned Android BLE integration, the data-collection backend, and high-volume communication optimization.

Supported six concurrent BLE UART band connections, developed the Android receiver app, and built a server handling data from approximately 200 devices.

BLE UART · Android · Python · Flask · Traffic Optimization

Reduced latency under concurrent multi-device connections and high-volume data ingestion.

Conducted research on LLM/VLM training methods, assessed practical applicability, and provided technical consulting.

Evaluated training approaches for textual domain knowledge, image-text alignment, and domain-specific model adaptation.

LLM · VLM · Python · Flask · Vision

Defined a model-training and service-adoption direction for the wheelchair-safety domain.