Jeevan Singh Bhoot Email & Phone Number

- Implementing novel approaches to weight and activation quantization of Large Language Models (LLMs)- Evaluating emission latency of our ASR (RNN-Transducer) system- Improving emission latency of our ASR solution- Experimenting with the architecture of RNN-T and the use of a convolutional frontend feature extractor.- Unit testing for our ML systems.- Writing production ready code for LLMs and ASR, using docker.

- Improving training of lightweight vision transformers (ViTs) for use in resource constrained situations- Employing sharpness aware minimisation, thus significantly improving performance when training custom (smaller) models from scratch, and improving robustness to changes in model parameters and image corruption.- Pruning of attention heads in ViT to reduce model size whilst retaining performance of the original model.- Exploring robustness of transformers vs CNNs to image… Show more - Improving training of lightweight vision transformers (ViTs) for use in resource constrained situations- Employing sharpness aware minimisation, thus significantly improving performance when training custom (smaller) models from scratch, and improving robustness to changes in model parameters and image corruption.- Pruning of attention heads in ViT to reduce model size whilst retaining performance of the original model.- Exploring robustness of transformers vs CNNs to image coruption Show less

• Development of a segmentation model, including a pre-processing pipeline, to segment the prostate from MRI scans, achieving state of the art performance with FastAi (/PyTorch), for usage in a product to identify and diagnose prostate cancer.• Research, experimentation, and evaluation of various techniques, architectures, and hyperparameters to further boost performance: progressive resizing, learning rate annealing, normalisation, ensembling, and the use of 2.5D images. The MRI scans are… Show more • Development of a segmentation model, including a pre-processing pipeline, to segment the prostate from MRI scans, achieving state of the art performance with FastAi (/PyTorch), for usage in a product to identify and diagnose prostate cancer.• Research, experimentation, and evaluation of various techniques, architectures, and hyperparameters to further boost performance: progressive resizing, learning rate annealing, normalisation, ensembling, and the use of 2.5D images. The MRI scans are monochrome, but the three RGB channel can still be used – the layers above and below can be encoded into the red and blue channels, giving the model some level of depth.• Development of a 3D segmentation model to segment various organs from MRI scans.• Manual labelling of medical segmentation data. Show less

• Curating the society’s brand by producing unique merchandise, and guidelines for logo usage, publicity design and website visuals.

Leicester, United Kingdom

• Checked deliveries of pharmaceutical products, practising correct medical and safety procedures.• Ensured the maintenance of a safe and hygienic working environment.• Operation of a POS terminal and management of store finances.• Delivered exceptional customer service, including communication in foreign languages.

Leicester, United Kingdom

• Awarded a CREST Gold Award for research of practical significance for the development of aircraft and power systems.• Conducted research into streamwise vortices that form on a cylinder when in cross flow.• Produced a MATLAB code to digitally analyse flow visualisations of the vortices – the number of striations was counted, from which other values were calculated, leading to new discoveries of the properties of the vortical structures.• Use of Adobe Photoshop to edit images… Show more • Awarded a CREST Gold Award for research of practical significance for the development of aircraft and power systems.• Conducted research into streamwise vortices that form on a cylinder when in cross flow.• Produced a MATLAB code to digitally analyse flow visualisations of the vortices – the number of striations was counted, from which other values were calculated, leading to new discoveries of the properties of the vortical structures.• Use of Adobe Photoshop to edit images before being processed.• Formulated a suitable flow visualisation procedure which involved the use of linseed oil, Brij-010, Titanium Dioxide and an ultrasonic emulsifier. Show less

Leicester, United Kingdom

• Use of Adobe Photoshop and Illustrator to produce various graphic pieces including app user interfaces for Hershey’s, keypad layouts, shop counter illustrations and Christmas card designs.• Sketched concept designs for reputable companies (e.g. coffee machines for Costa) whilst researching existing products, themes, anthropometric data and aesthetics.

Master Of Engineering - Meng, Engineering

MEng: Honours with Merit BA: First Class Honours Awarded Senior Scholar at Trinity College Masters Thesis: Enhancing Virtual Shoe Try-On.

Education record

A-Levels: Mathematics - A* Further Mathematics - A* Physics - A* Electronics - A*