Neelay Shah Email & Phone Number

Berlin, Germany

Tübingen, Baden-Württemberg, Germany

- Developed a Python package for augmenting event-camera datasets to train spiking neural networks for object recognition.

Singapore (Remote)

- Developed a data slicing library using Python and SQLite to partition image datasets based on a set of features, i.e. generate slices of data.Applications include data curation for model training, creating tests cases for machine learning models, identifying patterns in model errors (i.e. recognizing error slices), facilitating active learning using iterative training, and more.- Developed a YAML-based configuration for the company's internal machine learning model training… Show more - Developed a data slicing library using Python and SQLite to partition image datasets based on a set of features, i.e. generate slices of data.Applications include data curation for model training, creating tests cases for machine learning models, identifying patterns in model errors (i.e. recognizing error slices), facilitating active learning using iterative training, and more.- Developed a YAML-based configuration for the company's internal machine learning model training library to streamline experiments.- Set up continuous integration (CI) and created unit tests for the company's model training library. Show less

Bengaluru, Karnataka, India (Remote)

- Developed and deployed real-time (>30 FPS) surveillance and monitoring computer vision solutions for industrial clients.- Created end-to-end pipelines for: * Worker safety monitoring in manufacturing plants using object detection and multi-headed classification. * Identification and logging of vehicle movement in industrial facilities using object detection and optical character recognition.

Boston, Massachusetts, United States (Remote)

- Developed an open-source PyTorch library - EzFlow - for optical flow estimation using neural networks.- Designed and experimented with transformer-based neural networks for optical flow estimation.

Boston, Massachusetts, United States (Remote)

- Worked on psychophysics experiments to study human perception of the working of machine learningmodels in the context of autonomous driving.- Empirically demonstrated the existence of discrepancies in human behaviour when presented with varied visualizations of model functioning.- Carried out machine learning experiments to model human visual cognition of social interactions.

Prayagraj, Uttar Pradesh, India (Remote)

Experimented with knowledge distillation techniques to develop compressed machine learning models for emotion recognition.

Hyderabad, Telangana, India (Remote)

Worked on developing an image processing application for QR code scanning.