My Portfolio

Working as SWE at Honeywell Aerospace with a background in Computer Science with a specialization in Data Science from VIT Vellore, having strong programming skills in Java and Python and enthusiast in AI/ML. I have showcased my proficiency and commitment to the field of AI through articles, projects, and active engagement in extracurricular activities. My constant thirst for knowledge and eagerness to explore cutting-edge technologies, drives me to contribute to the ever-evolving landscape of science & technology





Skills

Java Python html css sql reactJS
Java Python html css sql reactJS

Pandas Plotly Tensorflow Sklearn HuggingFace
Pandas Plotly Tensorflow Sklearn HuggingFace


Projects

Medical Query Assistant

This project involved fine-tuning the powerful GPT-2 language model on a medical query dataset. By training the model on a collection of medical queries and responses, it gained specialized knowledge in the medical domain. The resulting Medical GPT-2 system demonstrates significant potential in providing reliable medical information, aiding healthcare professionals, patients, and individuals seeking valuable insights in the medical field.

Learn more


Diagnosing Lung X-rays

This Project helps to diagnose images of Normal and Pneumonia X-rays and classify them using CNN. This project concludes that with data augmentation and sufficient Hyperparametric tuning this model beats many traditional methods. The PropModel achieved an accuracy of 95% on training and an accuracy of 81% on testing. A front-end is developed using Streamlit App where it allows users to upload an image, displays the uploaded image, and generates a prediction report.

Learn more


FaceDetectAI

Developed a real-time face detection and recognition system using state-of-the-art deep learning techniques. The project leveraged computer vision algorithms and deep neural networks to detect and recognize faces in images. The system achieved high accuracy and robust performance, even in challenging scenarios such as low-light conditions and occlusions.

Learn more


Publications

I. Application of Blockchain in Medical Industry

  • Book Chapter | CRC Press | Taylor & Francis group
  • Book Title: Blockchain for Healthcare 4.0

Learn more

II. Image Classification of Lung X-ray Images using Deep learning

    5th International IC3I-2022 IEEE conference
    Presented research at Amity University, Greater Noida, Delhi

Learn more

III. Introduction to Neural network in Deep learning

  • Blogthon'23 Winner | Topped Rank - 3 | Analytics Vidhaya
  • The Article talks on Perceptron, Neutral networks, Loss optimization and Model fitting

Learn more

IV. Power of Optimization Techniques - AI

    IBM TechXchange

Learn more


Internships | Extra Curriculars

Software Engineer Intern

Honeywell Aerospace

Jan'24 - July'24

Data Science Intern

Cipla

May'23 - July'23

Technical Writer

Published articles on Deep Learning

IBM TechXchange

Head of Events

Official Board Member 2023 - 24

Sahiti - TLA, Student Club

CONTACT

Made by Pavan Saish©