Dev Mehrotra Email & Phone Number

Denmark

Madison, Wisconsin, United States

At the forefront of computational biology, I leverage advanced techniques to transform and analyze microscopy images, addressing the challenges of high-dimensional data and technical noise. By applying DINOv2 for latent representation learning, I have customized models for 14-channel images, fine-tuned them, and made them available as open source for.

Madison

• Engineered the Insect Eavesdropper: Developed a new device from an Idea to achieve a 96% precision for pest soundidentification detecting even the faintest sounds produced by pests present inside plants using learning.
• Designed and implemented hardware componentsfor the insect recording system, including contactmicrophones and accompanying circuitry, while alsodeveloping a deep learning model architecture forinsect acoustic analysis.
• Conducted lab tests and experiments to validate thesystem's performance, achieving high-quality insectrecordings, and trained the CNN model on a largedataset of labeled insect audio recordings foraccurate.
• Collaborated with entomologists and plant biologiststo interpret the CNN model's outputs, providingvaluable insights into insect behaviors and ecologicalinteractions within plants

Published a research paper on a machine learning calibration procedure that can accurately determine the pose of a single-pixel distance sensor. Utilised the STM32 Nucleo environment and wrote code in C in order to gain access to low-level histograms from a single-pixel distance sensor. Designed and performed tests to sense the accuracy of different.

Wisconsin, United States

Currently working on integrating IK with the robotic arm.Used VectorCAN Analyzer to improve the controller area network and make it more efficient.Created a HUD for the Rover System using Python and Flask.

Create Graphics/Posts Design for the writing team to post on variousmedia platforms using Illustrator, Photoshop, and Premiere Pro.

Master Of Science - Ms, Computer Science, 4.0

Bachelor Of Science - Bs, Computer Science

Major, Data Science