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  • Guidewire Software
  • Bengaluru
  • 13:53 (UTC +05:30)
  • LinkedIn in/ajay018

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AjaySurya-018/README.md

👋 Hello World! I'm Ajay Surya

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LinkedIn Email Website

🤖 About Me

Computer Science graduate specializing in Artificial Intelligence from Amrita University. Currently working full-time at Guidewire Software as a Software Engineer (previously intern), focusing on full-stack development with Java, React, and AWS.

class AjaySurya:
    def __init__(self):
        self.name = "Ajay Surya"
        self.education = "B.Tech in Computer Science (AI Specialization), Amrita Vishwa Vidyapeetham"
        
        self.research_experience = {
            "publications": 4,
            "book_chapter": ["Audio Driven Detection of Hate Speech in Telugu", "YOLOv10 for Trypanosome Detection"]
            "focus": ["Explainable AI", "Natural Language Processing", "Multimodal Learning"]
        }
       
        self.profile_highlights = [
            "Bachelors: First Class with Distinction",
            "Strong foundation in Linear Algebra, Calculus, Statistics, Probability and Data Structures",
        ]

    def say_hi(self):
        print("Thanks for dropping by!")
        print("Let's build innovative AI-powered solutions and explore new frontiers together.")

me = AjaySurya()
me.say_hi()

🚀 Favorite Tech

Tools, languages, and other things that I like to work with.

Python
Python 		Java
Java 		Scala
Scala 		MATLAB
MATLAB 		Git
Git 		Linux
Linux
TensorFlow
TensorFlow 		PyTorch
PyTorch 		Scikit Learn
Scikit-Learn 		NumPy
NumPy 		Pandas
Pandas 		Matplotlib
Matplotlib
Docker
Docker 		Kubernetes
Kubernetes 		AWS
AWS 		Terraform
Terraform 		Spark
Spark 		TeamCity
TeamCity
MySQL
MySQL 		DynamoDB
DynamoDB 		S3
AWS S3 		EC2
AWS EC2 		Datadog
Datadog 		Hugging Face
Hugging Face

📚 Research & Publications

B.Tech Final Project

B.Tech Final Project

Book Chapter: Reliability in Cyber-Physical Systems: The Human Factor Perspective

YOLOv10 for Enhanced Trypnosome Detection

YOLOv10 Paper

Book Chapter: Decoding Medical Images: Enhancement, Restoration, Reconstruction

Exploring Komlogrov Arnold Networks

KAN Paper

Published in ACL Anthology as a part of ICON 2024

Power Quality Disturbance Classification

Power Quality Paper

Published in IEEE Explore as a part of ICACCS 2024

"The best way to predict the future is to create it."

Pinned Loading

  1. Bite2Burn-AI-Nutrition-Assistant Bite2Burn-AI-Nutrition-Assistant Public

    An AI + RAG system delivering culturally contextualized nutritional intelligence, personalized caloric guidance, and queryable knowledge over Indian Food Composition Tables (IFCT).

    Jupyter Notebook 1

  2. Custom-GPU-Operators-for-Deep-Learning Custom-GPU-Operators-for-Deep-Learning Public

    High-performance Triton-based GPU kernels for accelerating core deep learning operations, from matrix multiplication to convolutions and activation functions.

    Python 1

  3. Dynamic-Mode-Decomposition-for-Financial-Trading-Strategies Dynamic-Mode-Decomposition-for-Financial-Trading-Strategies Public

    A data-driven analysis applying Dynamic Mode Decomposition (DMD) to model complex dynamical systems for financial price prediction

    Jupyter Notebook 1

  4. Movie-Recommendation-System-using-Matrix-Factorization-Truncated-SVD- Movie-Recommendation-System-using-Matrix-Factorization-Truncated-SVD- Public

    A principled collaborative filtering approach leveraging linear algebra (truncated SVD) to learn latent user–item preference structures and generate scalable, accurate movie recommendations.

    Jupyter Notebook