Master of Science in Data Science
University of California San Diego
Master of Science in Data Science at University of California San Diego.
👋 Hi, I'm Nikhil Chowdary Paleti, an AI Engineer and Researcher 🤖🔬 with a passion for Machine Learning, Data Science, and Large Language Models (LLMs).
🎓 Currently pursuing my Master's in Data Science at UC San Diego, I am dedicated to pushing the boundaries of AI innovation.
🚀 Welcome to my portfolio!
In this article, I explore the concept of Positional Encoding in Transformer models. The intuition behind the absolute positional encoding and RoPE is explored.
Developed a real-time sales management system with data streaming, analysis, and recommendation engine
MQTT, Kafka, Spark, MongoDB, Python, Deep Learning, Recommendation Systems
Self-driven autonomous differential drive robot using ROS and deep learning for object detection and avoidance
Arduino, C++, ROS, Python, OpenCV, TensorRT
Implemented Robust PCA using Alternating Direction Method and applied it to denoise the Yale face dataset
MATLAB, Python
Derived and Implemented 6 RL algorithms from scratch in Python and simulated with GYM environments
Python, GYM
Derived Backpropogation and Implemented single and multi-layer neural networks from scratch in Python
Python, NumPy
For a complete list of publications and up-to-date metrics, please visit my Google Scholar profile:
Master of Science in Data Science at University of California San Diego.
As an AI Engineer at TechProfuse, I developed and deployed AI models to enhance operational efficiency and data processing capabilities.
Bachelor of Technology in Computer Science Engineering with a specialization in Artificial Intelligence at Amrita Vishwa Vidyapeetham University, Coimbatore. It was during this period that I immersed myself in the captivating realms of Machine Learning and Data Science, marking the beginning of my research journey.