With DeepShield-Edge, I designed a two-stage deepfake detection pipeline and optimized it for resource-constrained edge devices using ONNX Runtime and INT8 quantization. I also benchmarked latency, throughput, model size, and classification metrics.
As a Freelance Software Developer, I deliver web applications spanning frontend interfaces, backend APIs, integrations, and database design. My AI projects include a multi-agent agricultural decision-support system and visual product search, alongside a systematic literature review on vision models for edge AI.
