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Selected Deployments

A comprehensive catalog of high-availability AI systems and CV pipelines.

Autonomous Driving Perception
YOLOv8Computer VisionPyTorchTensorRT

Autonomous Driving Perception

Developing a high-throughput, low-latency perception pipeline for autonomous navigational frameworks leveraging YOLOv8 architectures optimized for real-time inference.

Predictive Healthcare & OCR
NLPTesseract OCRFastAPIPython

Predictive Healthcare & OCR

Architecting a multi-label symptom classification engine utilizing TF-IDF orchestration and Tesseract-based OCR for prescriptive data extraction.

CNN-LSTM Music Emotion Classifier
TensorFlowCNN-LSTMLibrosaAudio DSP

CNN-LSTM Music Emotion Classifier

A hybrid deep learning architecture employing CNNs for spatial features and LSTMs for temporal dependency modeling in audio DSP.

Histopathological Cancer Diagnostics
Deep LearningMedical AITransfer Learning

Histopathological Cancer Diagnostics

Deep convolutional neural network orchestration utilizing fine-tuned MobileNetV2 with transfer learning for Pap smear classification.

Drowsiness Detection & IoT
PythondlibIoTReal-time CV

Drowsiness Detection & IoT

Safety-critical CV framework employing facial-landmark point-cloud analysis to monitor Eye Aspect Ratio (EAR) in real-time.

IoT Food Spoilage Monitoring
IoTESP8266Cloud TelemetrySensors

IoT Food Spoilage Monitoring

IoT-orchestrated multi-sensor array detecting methane and ethanol with real-time telemetry streaming to cloud dashboards.