Avanith Kanamarlapudi - AI Researcher

AIML Researcher | Web Graphics Expert | Medical Imaging Developer

About Me

I'm an AIML Research Fellow and Teaching Assistant at UMass Boston, specializing in medical imaging AI and web graphics technologies. My work focuses on developing deep learning solutions for breast cancer detection, with publications in IEEE conferences and ongoing research as a Machine Psychology Fellow.

I co-founded The AI Fantastic Team, where I lead workshops and community initiatives. My expertise encompasses:

AI & Machine Learning

Deep learning, computer vision, neural networks (CNNs, GANs, U-Net, DenseNet), transfer learning, and knowledge distillation for medical applications

Web Graphics & 3D Technologies

WebGL, WebGPU, Three.js, XTK, computer graphics, 3D visualization, and interactive web applications

Medical AI & Imaging

Medical imaging analysis, DICOM processing, breast cancer detection, diagnostic AI, and healthcare technology solutions

Teaching & Communication

Technical writing, workshop delivery, knowledge sharing, and making complex AI concepts accessible to diverse audiences

I'm passionate about making complex AI concepts accessible through teaching, writing, and interactive projects that bridge the gap between cutting-edge research and practical applications.

Currently pursuing my MS in Computer Science with a 3.9+ GPA, I've completed 6+ internships and built 10+ projects ranging from medical AI research to interactive web applications.

Technical Skills

Programming Languages

Python JavaScript R SQL HTML/CSS PHP

AI & Machine Learning

TensorFlow PyTorch Keras Scikit-learn OpenCV Computer Vision Neural Networks

Deep Learning & Models

CNNs GANs U-Net DenseNet Transfer Learning Knowledge Distillation Image Segmentation

Data Science & Visualization

Pandas NumPy Matplotlib Tableau Power BI Data Preprocessing Statistical Analysis

Web Graphics & 3D

WebGL WebGPU Three.js XTK Computer Graphics 3D Visualization

Medical AI & Healthcare

Medical Imaging DICOM Processing DeepSight Breast Cancer Detection Alzheimer's Prediction Diagnostic AI

Web Development

Frontend Development UI/UX Design Bootstrap Responsive Design API Integration

Tools & Platforms

Git Docker Jupyter VS Code AWS Asset Panda ServiceNow

My Journey

Just for Fun

When I'm not building AI models, I love writing casual blogs about games and random thoughts. It's my way of winding down and having fun with words.

📖 Read my fun blogs on Medium

Writing & Articles

How I Turned Social Media Data into a Website with ChatGPT and VS Code

A detailed walkthrough of my first workshop where I demonstrated how to build a fully functional, stylish website from social media data analysis using ChatGPT and VS Code. This article covers the complete workflow from raw data to interactive website deployment.

Key Highlights from the Article:

  • Workshop Achievement: First workshop delivery with The AI Fantastic Team
  • Technical Stack: Python (Pandas + Seaborn) → HTML/CSS/JavaScript → GitHub Pages
  • Interactive Features: Typing effects, scroll animations, lightbox zoom, progress bars
  • Community Impact: 23 likes, 6 positive comments from attendees
  • Educational Value: Step-by-step guide for beginners to build websites
  • Team Collaboration: Worked with Rami Huu Nguyen, Lakshmi Pranathi Vutla, and Ila L.

What Attendees Said:

"You explained everything so clearly that after your workshop, anyone could go and build a website. Honestly, it's not AI that's threatening frontend jobs, it's your workshop. That's how informative it was."
- Sireesha Kuchimanchi, Aspiring Full-Stack Developer
"This workshop was incredibly insightful! The way you broke down the process from data analysis to website creation was amazing. Thank you for sharing your knowledge!"
- Rami Huu Nguyen, AI Fantastic Team Co-founder
"Great presentation! The step-by-step approach made complex concepts so accessible. Looking forward to more workshops like this!"
- Workshop Attendee

Complete Workshop Resources:

Read Full Article View Live Website

Academic Projects

Space Mission Dashboard Project

Space Mission Dashboard

Interactive data visualization dashboard exploring space mission data

View Project
Netflix Dashboard Project

Netflix Dashboard

Analytics dashboard for Netflix content analysis and insights

View Project
COVID-19 International Dashboard

COVID-19 Dashboard

Real-time international COVID-19 data tracking and visualization

View Project
Airline Data Dashboard

Airline Data Dashboard

Comprehensive airline industry data analysis platform

View Project
Knowledge Distillation Project

Knowledge Distillation

AI model compression for cybersecurity applications

GitHub Demo
Image Colorization using GANs

Image Colorization using GANs

Generative model for automatic image colorization

GitHub
Alzheimer's Prediction Model

Alzheimer's Prediction

Deep learning model for early Alzheimer's disease detection

GitHub
Movie Verse Platform

Movie Verse Platform

Full-stack movie exploration and recommendation platform

GitHub
AI News Chatbot

AI News Chatbot

Intelligent chatbot for real-time news queries and summaries

GitHub Demo
Social Media Data Analysis & Website Project

Social Media Data Analysis & Website

End-to-end data analysis of social media engagement trends with interactive website showcasing insights

Live Website GitHub

Publications

RM-DenseNet Research Publication

RM-DenseNet: An Enhanced DenseNet Framework with Residual Model for Breast Cancer Classification Using Mammographic Images

InCACCT 2024

Read Paper
Breast Cancer Diagnosis Research Publication

Diagnosis and Classification of Breast Cancer Using Data Visualization and Deep Learning Techniques

ICRISST 2024

Read Paper

Professional Experience

Software Engineering Intern

VIVO Professional Services

Jun 2023 – Jun 2024

Full-stack development with focus on frontend architecture and user experience.

  • Enhanced Geo Attendance UI with modern HTML/CSS, improving user engagement by 40%
  • Delivered 5+ frontend modules across ongoing projects ahead of schedule
  • Built scalable components earning high trust from development team
HTML/CSS JavaScript Frontend UI/UX

Python Development Intern

CodersCave

Aug 2023 – Jan 2024

Developed interactive Python applications and strengthened programming fundamentals.

  • Built 10+ Python projects including Password Generator, Calculator, Typing Speed Test
  • Strengthened logic-building and user input handling skills
  • Gained confidence in building interactive applications
Python GUI Development Algorithms Problem Solving

Data Science Intern

CodeClause

Jul 2023 – Aug 2023

Applied machine learning techniques to solve real-world computer vision problems.

  • Developed Gender and Age Detection system using ML techniques
  • Applied data preprocessing, feature extraction, and model development
  • Strengthened real-world data science and problem-solving skills
Machine Learning Computer Vision Data Preprocessing OpenCV

Web Development Intern

Internshala

Oct 2022 – Nov 2022

Mastered full-stack web development with perfect score completion.

  • Scored 100% in training covering HTML, CSS, JS, Bootstrap, and PHP
  • Built responsive web pages and interactive components
  • Demonstrated exceptional frontend development skills
HTML/CSS JavaScript Bootstrap PHP

AI Intern

Eduversity & SYNC Interns

May 2022 – Aug 2022

Early career exploration in artificial intelligence and machine learning.

  • Completed AI projects using Python, TensorFlow, and PyTorch
  • Developed CNN-based COVID-19 detection models
  • Gained hands-on experience in supervised learning and neural networks
TensorFlow PyTorch Neural Networks COVID-19 Detection

Key Achievements

Medical AI Research

Machine Psychology Fellow working on breast cancer detection using CNN and U-Net models with automated DeepSight pipelines

Research Publications

Published 2 IEEE papers in InCACCT 2024 and ICRISST 2024 conferences on breast cancer classification and diagnosis

Teaching Excellence

Teaching Assistant for CS460 Computer Graphics, delivering WebGPU lectures and creating instructional materials

Leadership & Entrepreneurship

Co-founded The AI Fantastic Team at UMass Boston and led operations for 60+ weekly events at Sodexo

Technical Projects

Built 10+ projects including Social Media Data Analysis & Website, Knowledge Distillation, Image Colorization with GANs, and Alzheimer's Prediction models

Professional Impact

Enhanced UI engagement by 40% at VIVO, coordinated 8+ member teams, and achieved 100% training scores

Certifications & Achievements

AICTE Internship

Completion Certificate

PDF

IEEE Conference

Research Publication

PDF

Image Processing

MATLAB OnRamp

PDF
AWS Cloud Foundations Certificate

AWS Cloud Foundations

AWS Academy Graduate

AWS Cloud Security

Security Foundations

PDF

Deep Learning

MATLAB OnRamp

PDF
Certificate Landing Page

Web Development

Landing Page Project

JPG

AIML Course

Eduvercity Completion

PDF

Coursera Course

Professional Development

PDF

Coursera Course

Professional Development

PDF

Coursera Course

Professional Development

PDF

Coursera Course

Professional Development

PDF
Download Certificate 1

Professional Certificate

Technical Achievement

PNG
Download Certificate 2

Professional Certificate

Technical Achievement

PNG

Math Lab Course

Academic Achievement

PDF

Ruby on Rails

Workshop Completion

PDF

Web Development

Training Completion

PDF

Education

M.S. in Computer Science

University of Massachusetts Boston

GPA: 3.9 / 4.0

2024 – 2026

B.Tech in CSE (AI/ML Specialization)

SRM Institute of Science and Technology

GPA: 3.46 / 4.0

2019 – 2023

Get In Touch

I'm always open to discussing new opportunities, collaborations, or research projects. Feel free to reach out!