• • Designed and deployed machine learning systems for industrial automation, including OCR pipelines and anomaly detection for manufacturing workflows.
• • Optimized edge inference pipelines by reducing model latency and memory usage for deployment on constrained industrial hardware.
• • Integrated ML models with production backend services and embedded systems, enabling real-time industrial data processing and decision workflows.

Tech: Python · PyTorch · OpenCV · FastAPI · Docker

• • Built end-to-end AI pipelines for contactless health monitoring, including iris-based health analysis and remote vital signal estimation.
• • Designed backend services for real-time inference, data ingestion, and system monitoring to support scalable AI deployments.
• • Implemented distributed data pipelines to support continuous model evaluation and reliability in production systems.

Tech: Python · PyTorch · OpenCV · FastAPI · Monitoring

• • Developed industrial OCR pipelines for document digitization and image-based text extraction in manufacturing environments.
• • Built backend APIs for model inference, database integration, and workflow automation.
• • Designed a lightweight frontend interface enabling real-time document scanning and system integration with enterprise platforms.

Tech: Python · OCR · FastAPI · Database Integration · Frontend UI

• • Developed GuardEye, a multi-model malware detection system analyzing APKs, documents, and media files using deep learning and anomaly detection.
• • Implemented FAISS-based similarity search to detect suspicious software patterns and improve malware detection performance.
• • Built a fully offline analysis pipeline enabling secure device scanning without uploading sensitive user data.

Tech: Python · PyTorch · FAISS · ADB · Offline Security Pipelines