Skip to content
View niyatikapadia's full-sized avatar
1 follower · 0 following

Block or report niyatikapadia

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
niyatikapadia/README.md

Hi, I'm Niyati Kapadia 👋

AI/ML Engineer focused on computer vision and healthcare AI. I build systems that turn medical imaging and clinical data into real-world insights.

🔬 What I work on

  • 🧠 Medical imaging AI — multi-organ segmentation with UNet-ResNet34 (88.2% Dice score on CT scans)
  • 💊 Health risk prediction — ML classifiers for heart disease & kidney failure with a full-stack web UI
  • 🎯 Object detection — YOLOv8 pipeline for drone landing target detection
  • 📈 Financial tools — stock & mutual fund analysis web applications

🛠 Tech stack

ML / AI
Python · PyTorch · TensorFlow · Scikit-learn · OpenCV · YOLOv8 · Jupyter

Data
Pandas · NumPy · Matplotlib · Seaborn

Web
TypeScript · React · JavaScript · Flask

Tools
Git · Linux · Kaggle · Google Colab

📌 Featured projects

Project Description Tech
Multi-organ segmentation Automated liver, pancreas & tumor delineation in CT scans — 88.2% validation Dice PyTorch · UNet-ResNet34
Health AI predictor Heart disease + kidney failure risk with a patient-facing React web app Python · TypeScript · React
Drone landing detection Red bullseye detection dataset + YOLOv8 pipeline for autonomous drone landing YOLOv8 · Python
Stocks & MF analyzer Investment data dashboard for stocks and mutual funds Python · Flask

📫 Get in touch

💼 LinkedIn · 🌐 Portfolio · 📧 Open to opportunities in AI/ML engineering and computer vision

Popular repositories Loading

  1. Metro_Backup Metro_Backup Public

    JavaScript implementation of Delhi Metro route finder — interactive UI for metro navigation and fare estimation.

    JavaScript

  2. Stocks-MF-Website Stocks-MF-Website Public

    Python web application for tracking and analyzing stocks and mutual fund performance with data visualizations and portfolio insights.

    Python

  3. AI-Health-Heart-Kidney- AI-Health-Heart-Kidney- Public

    ML-powered health risk predictor for heart disease and kidney failure — trained classification models with a React/TypeScript web interface for patient-facing predictions.

    Jupyter Notebook 1

  4. AI-Based-Automated-Multi-Organ-Segmentation-in-Medical-Imaging-using-UNet-ResNet34 AI-Based-Automated-Multi-Organ-Segmentation-in-Medical-Imaging-using-UNet-ResNet34 Public

    AI-based multi-organ segmentation using UNet-ResNet34 automates liver, pancreas, and tumor delineation in CT scans, achieving 88.2% validation Dice. Pixel-based balancing, patch extraction, and pro…

    Jupyter Notebook

  5. RFT_AI_Project RFT_AI_Project Public

    AI-driven RFT (Rational Function Transformation) project — applying machine learning techniques for advanced data modeling and analysis.

    Python

  6. bullseye-landing-dataset bullseye-landing-dataset Public

    Red bullseye detection dataset + YOLOv8 pipeline for drone landing

    Python