Abhay Kumara Sri Krishna Nandiraju

MSIS:ML at University of Arizona

College of Information Science

Biography

I am a self-driven individual expanding my knowledge and skills in the vast area of AI and ML. During my bachelors, I developed various deep learning models for computer vision tasks such as image classification, object detection especially small objects. I have fine-tuned state-of-the-art deep learning models like YOLOv5, YOLOv8, Faster-RCNN on the COCO dataset. Moreover, I have experience in generating synthetic data(images) using augmentation techniques. I’ve combined classical and deep learning techniques to improve the mean average precision(mAP) of the models.

Currently, I am learning natural language processing(NLP) and large language models(LLMs).

Interests

Artificial Intelligence and Machine Learning
Natural Language Processing
Large Language Models
Computer Vision
Neural Networks
Information Retrieval

Education

MS in Information Science:Machine Learning, 2023-2025
University of Arizona
BTech in Electrical Engineering, 2019 - 2023
Indian Institute of Technology, Tirupati

Skills

Technical

Python

Data Science

SQL

Hobbies

Hiking

Weight Lifting

Experience

Research Intern

IITTNiF

October 2022 – August 2023 Tirupati

I secured the Chanakya fellowship for my drone detection research project. This project focuses on developing a lightweight drone detection model using deep learning-enabled computer vision methods that infer high precision and recall. Additionally, this model can be deployed onto edge devices such as raspberry-pi4.I secured the Chanakya fellowship for my drone detection research project. This project focuses on developing a lightweight drone detection model using deep learning-enabled computer vision methods that infer high precision and recall. Additionally, this model can be deployed onto edge devices such as raspberry-pi4. Responsibilities include model training, fine-tuning, synthetic dataset generation, data pre-processing and model deployment.