Mukesh Chugani Email & Phone Number

Austin, Tx, Us

Austin, Texas, United States

Champaign, Illinois, United States

Software Developer (front-end) at the Healthy Regions & Policies Lab at UIUC

Champaign, Illinois, United States

◦ Teaching Assistant for CS 412: Introduction to Data Mining, taught by Prof. Hanghang Tong (Spring 2023)

Champaign, Illinois, United States

◦ Teaching Assistant for CS 412: Introduction to Data Mining, taught by Prof. Arindam Banerjee (Fall 2022)

Champaign, Illinois, United States

◦ Model optimization: Optimized a pytorch vision pipeline to detect the height of corn ears and stem width in crops. Programmed custom C++ TensorRT plugins to modify the ONNX graph of the YOLACT++ model. Enabled real-time inference by decreasing latency by 30%.◦ Self-supervision: Evaluated multiple self-supervision techniques like DINO to efficiently pre-train computer vision models for semantic segmentation. This reduced the annotation time required for segmentation tasks by 3-6%.◦… Show more ◦ Model optimization: Optimized a pytorch vision pipeline to detect the height of corn ears and stem width in crops. Programmed custom C++ TensorRT plugins to modify the ONNX graph of the YOLACT++ model. Enabled real-time inference by decreasing latency by 30%.◦ Self-supervision: Evaluated multiple self-supervision techniques like DINO to efficiently pre-train computer vision models for semantic segmentation. This reduced the annotation time required for segmentation tasks by 3-6%.◦ Technologies: Python (Pytorch, Caffe2), C++, TensorRT, Google Cloud Platform (GCP), Docker Show less

Champaign, Illinois, United States

◦ Research Assistant to Prof. Abdussalam Alawini (Spring 2022)◦ Worked on data analytics, dashboarding and visualization of student grades.

Champaign, Illinois, United States

◦ Teaching Assistant for CS 543: Computer Vision, taught by Prof. Svetlana Lazebnik (Fall 2021)

Hyderabad, Telangana, India

◦ Vision pipeline: Contributed to the development of an end-to-end application for object detection, tracking and segmentation using pytorch. Reduced the inference time by 85% over the pytorch implementation by using tensorrt and containerization with Docker.◦ PDF translator: Architected a web-based application to translate PDFs from one language to another with real-time status updates. The translator extracts text from the PDF by converting it into HTML, translates it and replaces the… Show more ◦ Vision pipeline: Contributed to the development of an end-to-end application for object detection, tracking and segmentation using pytorch. Reduced the inference time by 85% over the pytorch implementation by using tensorrt and containerization with Docker.◦ PDF translator: Architected a web-based application to translate PDFs from one language to another with real-time status updates. The translator extracts text from the PDF by converting it into HTML, translates it and replaces the text by preserving figures and structure of the PDF. Deployed the application on the AWS cloud platform. Show less

Bangalore

◦ Customer data dashboard: Actively contributed to monitoring, visualizing and dashboard development of essential customer data to generate fruitful insights for the marketing team. Also pioneered two customized QlikSense data visualization extensions using D3.js.◦ Voice-to-visualization: Devised a web-based graphing application which generates Qliksense visualizations based on voice commands from the user.◦ Transducer: Designed regular expressions and set up a GUI-based transducer to… Show more ◦ Customer data dashboard: Actively contributed to monitoring, visualizing and dashboard development of essential customer data to generate fruitful insights for the marketing team. Also pioneered two customized QlikSense data visualization extensions using D3.js.◦ Voice-to-visualization: Devised a web-based graphing application which generates Qliksense visualizations based on voice commands from the user.◦ Transducer: Designed regular expressions and set up a GUI-based transducer to convert snippets of SAS to python. Show less

Bengaluru Area, India

Contributed to a computer vision project aimed at identifying text, figures and mathematical expressions in lecture videos.Guide: Dr. Dinesh Babu Jayagopi

Master Of Science - Ms, Computer Science

Bachelor Of Technology(Hons.), Computer Science And Engineering