Abhya Reddy Ambati

Profile Picture

Abhya Reddy Ambati

  • Emory University
    Master of Science in Computer Science Emory University, Atlanta, USA
    (2024 - present)
  • GITAM University
    Bachelor of Technology in Computer Science and Engineering GITAM University, Hyderabad, India
    (2020 - 2024)

Interests

  • Machine Learning
  • Natural Language Processing
  • Artificial Intelligence
  • Software Development
  • Computer Vision
  • Robotics

I'm a Computer Science graduate student at Emory University, specializing in Machine Learning and Artificial Intelligence. With a strong foundation in Natural Language Processing and Deep Learning, I combine theoretical knowledge with practical implementation to tackle complex AI challenges.

My current research focuses on two critical areas in AI: Catastrophic Forgetting in Large Language Models and Temporal Dynamics in Language Models. Through these projects, I'm working to enhance the learning capabilities and temporal understanding of AI systems.

With expertise in PyTorch, TensorFlow, and modern ML frameworks, I've developed practical solutions across various domains. My recent work includes fine-tuning BERT models, implementing efficient learning algorithms, and exploring applications of Generative AI.

Skills

Core Strengths

  • Python Programming
  • Deep Learning
  • Natural Language Processing
  • Data Analysis

ML/DL Frameworks

  • PyTorch • TensorFlow
  • Scikit-learn • Hugging Face
  • NLTK • Keras

LLM Experience

  • Strong: BERT Fine-tuning, Prompt Engineering
  • Familiar: GPT API, LLaMA

Data & Analytics

  • Strong: Pandas, NumPy, Matplotlib
  • Familiar: Tableau, Power BI

Development Tools

  • Strong: Git, Jupyter, VS Code
  • Learning: Docker, FastAPI

Cloud Platforms

  • Familiar: AWS (EC2, S3)
  • Learning: SageMaker, GCP

Certifications

On-Going Work

  • Research: Catastrophic Forgetting In Continual Learning For Large Language Models
  • Research: Temporal Dynamics in Language Models ( Dissemination Phase )