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Full Stack Developer

SADAF SIDDIQUI

Building AI-enabled healthcare applications with React, FastAPI, and Cloud Solutions. Specialized in end-to-end development across the full SDLC.

3+
Years Experience
8+
Projects
3+
Cloud Platforms
AI
Healthcare Focus

About Me

Crafting Digital Solutions

I'm a Full Stack Developer with an MCA in Information Technology, specializing in building AI-enabled healthcare applications. My expertise spans the entire SDLC, from requirements analysis to deployment on scalable cloud infrastructure.

Currently working as a Senior Project Technical Assistant at KCDH, I lead end-to-end development of healthcare solutions using React, Streamlit, FastAPI, and MongoDB. I have a strong background in technical analysis from my time at Infosys, where I collaborated with cross-functional teams and maintained comprehensive technical documentation.

I'm passionate about creating user-centric applications that leverage AI to solve real-world healthcare challenges, deploying them across AWS, GCP, and other cloud platforms for maximum scalability and reliability.

Problem Solver AI Enthusiast Cloud Architect Healthcare Tech

Frontend

React, Angular, Streamlit

Backend

FastAPI, Flask, REST APIs

Database

MongoDB, MySQL, S3

Cloud

AWS, GCP, Vercel

Career Path

Work Experience

March 2025 - Present Current

Senior Project Technical Assistant

KCDH

  • Led end-to-end development (100% ownership) of AI-enabled healthcare applications
  • Managed complete SDLC: requirements analysis, UI design, development, testing, deployment
  • Deployed on AWS EC2, Google Cloud Run, Cloudflare Pages, Vercel, MongoDB Atlas
React FastAPI MongoDB AWS
Jun 2022 - Nov 2024 2.5 Years

System Associate

Infosys Ltd

  • Collaborated with cross-functional teams to gather and analyze business requirements
  • Created technical documentation, user stories, and process flow diagrams
  • Supported stakeholder communication using Excel, Word, and PowerPoint
Requirements Analysis Documentation SDLC
Dec 2021 - Apr 2022 5 Months

Salesforce Administrative Trainee

Iqra Technologies

  • Administration and configuration of Salesforce platform
  • Developed custom dashboards and reports for stakeholders
  • Performed data analysis and maintenance tasks ensuring data accuracy
Salesforce CRM Data Analysis

Expertise

Technical Skills

Technologies I work with to build scalable, AI-enabled healthcare solutions

Python
JavaScript
Java
C++
SQL
React
Angular
HTML5
CSS3
Streamlit
Python
JavaScript
Java
C++
SQL
React
Angular
HTML5
CSS3
Streamlit
FastAPI
Flask
REST API
MongoDB
MongoDB Atlas
MySQL
Amazon S3
AI/ML
FastAPI
Flask
REST API
MongoDB
MongoDB Atlas
MySQL
Amazon S3
AI/ML
AWS EC2
Google Cloud Run
Cloudflare Pages
Vercel
VS Code
Eclipse
MySQL Workbench
Salesforce
AWS EC2
Google Cloud Run
Cloudflare Pages
Vercel
VS Code
Eclipse
MySQL Workbench
Salesforce

Technical & Analytical Skills

Requirements Analysis
SDLC Management
Technical Documentation
Process Flow Diagrams
System Design
Problem Solving

Portfolio

Featured Projects

AI-enabled healthcare applications built for medical professionals and researchers

AIDE Lab Website

Official department website for KCDH (Kshitij Centre for Data and Healthcare). A comprehensive web platform showcasing research, projects, and team information.

React Web Development Department Site

DPO

Streamlit

Streamlit application enabling ML developers to display original vs AI-generated medical images. Doctors provide feedback on image similarity scores for model training validation.

Streamlit Python Image Comparison ML Validation

VLM

Streamlit

Vision Language Model interface displaying medical images with AI-generated descriptions. Doctors can edit descriptions or approve them for model training, with confidence scoring for accuracy assessment.

Streamlit VLM Medical Imaging NLP

Oribio

Streamlit

Medical image classification platform where doctors view images alongside suggested tags and classify them for model training. Streamlined workflow for dataset curation and validation.

Streamlit Classification Tagging Data Curation

Medaxis

Full Stack

Comprehensive orthopedic surgery assistance platform built with React and FastAPI. Provides ML-generated measurements and anatomical points for hip, knee, and ankle surgeries. Fully integrated with ML models.

React FastAPI Orthopedics ML Integration

Mammo Annotation Tool

Full Stack

Complete annotation platform for mammography images. Radiologists can draw bounding boxes, label regions of interest, and validate AI-generated annotations. Integrated with detection models for assisted labeling.

Annotation Mammography BBox Drawing ML Integration

NeuroVasc

Full Stack

Neurosurgical planning tool displaying time-frame medical images with AI-generated masks. Neurosurgeons can draw bounding boxes over pathologies for precise surgical planning. Integrated with segmentation models.

Neurosurgery Segmentation Pathology Detection ML Integration

Nutriration

Optimization

Diet optimization application built for Indian PDS (Public Distribution System). Provides state-wise optimized food basket recommendations using optimization algorithms to ensure nutritional adequacy and cost efficiency.

Optimization PDS System Nutrition Algorithms

Academic Background

Education

2022 - 2024

Master of Computer Applications

University of Mumbai

Specialization in Information Technology

Research: "Survey on Generative AI"

2018 - 2021

Bachelor of Computer Application

SNDT Women's University

Foundation in computer science and application development

Get In Touch

Let's Work Together

I'm currently open to consulting and technical analyst roles where my expertise can support data-driven decision making and system architecture.