Ayushi Rajshekhar

LENS Lab

Mar 2024 – Present

Graduate Research Aid

• Working on : OOD detection and mitigation of large language models.

Health Care Technology Innovation Center

Feb 2023 – May 2023

Computer Vision Intern

• Developed: and designed fast, efficient, scalable, real time, adaptive, and high throughput point cloud-based 3D object and surface reconstruction architecture with RGB color addition and parallel processing capabilities. Using Python, PyTorch, NumPy and OpenCV.
• Deployed: and trained the architecture on 2000+ human spine images taken by spine surgery robots to create a 3D view of human spine before surgery.
• Optimized: Base POCO architecture improvement of results was by 2% and created 3D object had color to make it easy and more comfortable for robots.

Indian Institute of Technology Jammu

June 2022 – Aug 2022

Summer Research Intern

• Objective: To develop an underwater object detection by background subtraction using CNN architectures and finally comparing the results incomparison to ConvNext
• Result: Constructed and trained models and ran it on test data set. Obtained 87.8% accuracy using ConvNext which was had 1.5% more than Swin Transformers.
• Technology used: PyTorch libraries, NumPy, Scikit Learn

Consenz Sweden

Oct 2021 – Feb 2022

Machine Learning Intern

• Objective: Partnered with a team of 10 people for developed a chat-bot for a driver assistant system called Enzo
• Result: Enhanced the code for driver speech and behavior detection model and managed to get 90% accuracy. Transferred the existing intends and created new intends for better customization
• Technology used: Dialog Flow, RASA X, Pytorch

IIT Indore CSE Department

May 2016 – July 2016

Research Intern

• Explored swarm intelligence and metaheuristic algorithms to develop and implement an algorithm for energy-efficient routing of temperature data from sensory motes in WSNs.

Languages and Databases

Frameworks

Tools