About me

I am currently pursuing my master's degree in Computer Science from the University of Georgia. My interest in mathematics and desire to use its ideas to use computers to solve issues in the real world are what first inspired my passion for computer science.

I am passionate about the fascinating world of generative deep learning models, where cutting-edge techniques such as stable diffusion models, GANs, and transformers converge to push the boundaries of creativity and artificial intelligence.

As a Research Assistant at The Hoarfrost Lab, I'm currently contributing to a cutting-edge project that involves integrating textual and DNA sequence data using Multimodal AI.

During my time as a Junior Software Engineer at ECPL Edtech, India, I developed predictive analytics models, data visualization dashboards, and scalable software systems using Machine Learning and Flask Web Framework.

I'm currently working on a fascinating project involving text-to-image generative Diffusion Models, where I'm exploring the explainability of images generated by Stable Diffusion from textual prompts.

What i'm doing

  • deep learning icon

    Deep Learning

    Designing, implementing, and training neural networks using frameworks like TensorFlow, PyTorch, or Keras for the tasks such as image classification, object detection, natural language processing, speech recognition, or recommender systems.

  • Computer Vision Icon

    Computer Vision

    Conducting experiments with different computer vision techniques, testing their performance, and fine-tuning parameters to improve the accuracy of your models.

  • data-science icon

    Data Science

    Using statistical techniques and modeling methods to gain deeper insights from data.

  • NLP icon

    Natural Language Processing

    Training models for text generation tasks, such as language modeling or text summarization.

  • Web development icon

    Web development

    High-quality development of sites at the professional level.

  • Web design icon

    Web Design

    The most modern and high-quality design made at a professional level.

Resume

Education

  1. Master of Science in Computer Science | University of Georgia

    2022 — 2024

    Grade (GPA): 3.85 out of 4.0
    Relevant Courses: Advanced Special Topics in Computer Vision and Deep Learning, Advanced Representation Learning, Data Science, Algorithm, Advanced Topics in Distributed Systems, Database Management, and Computer System Architecture.

  2. Bachelor of Engineering in Computer Engineering | L. D. College of Engineering

    2017 — 2021

    Grade (GPA): 3.93 out of 4.0
    Relevant Courses: Algorithm, Software Engineering, Object-oriented Programming, Artificial Intelligence, Database Management System, Numerical and Statistical Methods for Computer Engineering, Operating System, Data Structures, Data Mining, and Business Intelligence.

Professional Experience

  1. Research Assistant | The Hoarfrost Lab, University of Georgia.

    Aug 2023 - Present

    → Collaborated on a pioneering research project focused on developing a Multimodal AI model to integrate textual and DNA sequence data.
    → Gathered and meticulously processed large-scale DNA sequence functionality data, priming it for subsequent natural language processing.
    → Employed advanced prompt engineering techniques to craft prompts for LLMs (GPT-3.5/4 and Llama-2), extracting meaningful textual descriptions from structured DNA data, and enabling seamless inter-modality communication.

  2. Junior Software Engineer | ECPL EdTech, India

    Jun 2021 - Jul 2022

    → Developed a predictive analytics model, specifically tailored to analyze user performance on tests by incorporating diverse parameters, which led to a substantial 10% enhancement in the precision of personalized test preparation plans.
    → Created intuitive and actionable dashboards by leveraging data visualization techniques and implementing REST APIs, enabling users to gain valuable insights for informed decision-making, resulting in a significant 25% reduction in data analysis time.
    → Collaborated with cross-functional teams to design scalable software systems, utilizing Machine Learning Algorithms, Flask Web Framework, MySQL, and adhered to best software development practices such as version control and Agile development methodologies.
    → Developed comprehensive test scripts and scenarios to thoroughly validate the functionality and performance of software system.

Skills

  • Programming Languages
    Python
    JavaScript
    Java
    C
    C++
    HTML5
    CSS3
  • Python Libraries
  • Database
  • Backend
  • Other Tools and Technologies

Blog

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