Dev Sharma Email & Phone Number

Ghaziabad, Up, In

Developed and implemented deep learning-based object detectionalgorithms using TensorFlow and TFLite, enhancing safety inconstruction and medical facilities. This resulted in a 30% reductionin injuries by accurately identifying potential hazards.·Designed and deployed a deep learning-based object detectionsystem using TensorFlow, providing advance notice of wheelchairand pram spot availability on buses, significantly improvingaccessibility for disabled individuals.·Conducted extensive research on innovative object detectionalgorithms using TensorFlow and OpenCV, and managed largedatasets through data cleaning and labeling. This improved modelperformance by 10%.·Developed a data splitting procedure using stratified sampling toaddress class imbalance in datasets, resulting in a significantimprovement in model performance and accuracy.·Utilized TensorFlow to create efficient and accurate TFLite modelson SBCs such as Raspberry Pi, Coral Accelerator, and Google DevBoard. Configured a distributed server with multiple GPUs foroptimized machine learning tasks.·Assisted in automation efforts from data preparation to modeldeployment, collaborating with DevOps engineers. DevelopedPython APIs and integrated MQTT functionality, streamliningcommunication and deployment processes.

Extracted and processed data using Python and Pandas to preparedatasets for implementing deep learning models.·Conducted a proof of concept (POC) for implementing objectdetection on a construction site using TensorFlow and OpenCV,enhancing worker safety by accurately identifying potential hazards.