Ayesha Siddiqa AI Engineer • Full Stack Developer
👋 Hi, I'm

Ayesha Siddiqa

AI Engineer & Full Stack Developer

Passionate about developing AI-powered applications, scalable web solutions, and innovative software that solves real-world problems.

🚀 View My Work Download Resume
Freddy Bruk
AI
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01

About Me

A developer building intelligent AI solutions, full-stack applications, and modern digital experiences.

👋 My Journey

I enjoy combining intelligent technologies with practical software development to turn ideas into useful digital products. Alongside my technical journey, I work as a freelance website developer, helping businesses create professional and engaging websites.

From learning technologies to building real solutions

My journey has taken me from learning programming and web development to working with AI APIs, REST services, databases, Spring Boot, React, and Generative AI. During my Generative AI internship, I worked on a team-based Risk Assessment Engine that combined an AI microservice, backend, and frontend into one application.

🎓
Education B.E. Computer Science
🤖
Internship Generative AI
☕
Internship Java Full Stack
💻
Freelance Website Development
⚡
Featured Project Risk Assessment Engine
📍
Location Karnataka, India
✉
Email ayesha40426@gmail.com
📄 Download Resume 🚀 View Projects
🧠

Generative AI & AI Development

Experience with LLM-based applications, RAG pipelines, AI APIs, ChromaDB, sentence-transformers, and Flask microservices.

☕

Java Full Stack Development

Hands-on experience with Java, Spring Boot, REST APIs, Hibernate, JPA, MySQL, HTML, CSS, and JavaScript.

02

My Skills

The technologies I use to explore ideas, build intelligent systems, develop full-stack applications, and create practical digital experiences.

Core Technology
🧠
AI
🐍
⚡
RAG

Generative AI

My strongest project experience comes from building AI-powered applications using LLMs, RAG pipelines, vector databases, APIs, and Python-based services.

Groq API LLaMA 3.3 RAG ChromaDB Prompt Engineering LangChain
☕

Backend

05+
Java Spring Boot Hibernate JPA REST APIs Flask
Experience Full Stack
🌐

Frontend

06+
HTML5 CSS3 JavaScript React 18 Bootstrap Tailwind
Experience Web Development
🗄️

Data & Storage

04+
PostgreSQL MySQL Redis ChromaDB
Experience Databases
🐍

Programming

05+
Python Java JavaScript C HTML CSS
Foundation Programming
⚙️

Development

07+
Git GitHub Docker Postman Swagger VS Code Jupyter
Workflow Development Tools
📊

ML & Computer Vision

07+
Scikit-learn OpenCV VGG-Face PCA SVM Random Forest
Knowledge ML / CV
Currently building: AI-powered applications, full-stack web experiences, and freelance business websites.
Learning never stops — every project adds another tool to the stack.
03

My Experience

A journey of learning, building and turning ideas into practical digital solutions.

🧠

Generative AI

AI Internship
☕

Java Full Stack

Java Internship
◈

Freelance

Web Development
01 / GENERATIVE AI

Generative AI Internship

AI DEVELOPER

Worked on Generative AI applications involving LLMs, prompt engineering, RAG pipelines and AI-powered applications. Contributed to the Risk Assessment Engine, an AI-based application designed to analyse scenarios and generate structured risk insights.

Generative AI LLMs RAG Groq ChromaDB Flask
01
EXPERIENCE HIGHLIGHT
Building with AI
Learning how modern AI systems can be connected with real-world applications and meaningful software solutions.
Internship Experience
LEARN → BUILD → CREATE
EXPERIENCE / 03
03

My Projects

A collection of AI-powered applications, intelligent systems, full-stack platforms and practical projects I've built.

01

Risk Assessment Engine

AI-Powered Risk Analysis Platform

A full-stack Generative AI platform designed to analyse real-world scenarios, identify potential risks and provide intelligent recommendations with detailed reports and insights.

Technologies Used
Python Flask Groq API ChromaDB Redis React Spring Boot PostgreSQL Docker
View Project →
Risk Assessment Engine Project
02

Chat UI – AI Assistant Interface

Intelligent Conversational Interface

A modern AI assistant interface designed for smooth conversations, smart suggestions, interactive messaging and an engaging user experience.

Technologies Used
HTML5 CSS3 JavaScript jQuery Bootstrap
View Project →
AI Assistant Interface
03

Thermal Regulating Military Jacket

Smart • Protective • Connected

An AI and IoT-powered military jacket concept featuring thermal regulation, GPS tracking, night vision, fall detection, health monitoring and mesh communication.

Technologies Used
IoT Embedded Systems Thermal Sensors GPS Mesh Network AI/ML
View Project →
Thermal Regulating Military Jacket
04

Image Recognition System

Deep Learning Based Face Recognition

A deep-learning based face recognition system using VGG-Face embeddings, PCA dimensionality reduction and SVM classification for recognition and prediction.

Technologies Used
Python OpenCV VGG-Face PCA SVM Scikit-learn
View Project →
Face Recognition System
05

Diabetes Prediction

ML-Powered Health Prediction

A machine-learning web application that predicts diabetes risk based on health parameters and provides prediction insights and recommendations.

Technologies Used
Python Scikit-learn Pandas Flask HTML5 CSS3
View Project →
Diabetes Prediction Project
06

YUKI – Cancer Awareness Chatbot

Inform • Support • Guide

A responsive conversational chatbot designed to provide cancer awareness information, prevention guidance, treatment information and helpful support resources.

Technologies Used
HTML5 CSS3 JavaScript Flask SQLite
View Project →
YUKI Cancer Awareness Chatbot