React
BSE Software Engineering 2022–2026
Hi, I'm Ishna
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I build scalable AI-powered web applications with clean, animated frontends and intelligent backends. I build systems that solve real world problems.
About Me
I'm a final-year Software Engineering student at COMSATS University Islamabad, Sahiwal Campus, passionate about building AI-powered products that solve real problems. My work spans intelligent backends with Django & FastAPI, modern animated frontends with React, and machine learning pipelines using spaCy, MiniLM, and computer vision models. I believe good software is both smart and beautiful.
What I Work With
Python
Django
FastAPI
TailwindCSS
TypeScript
MySQL
Redis
Git
spaCy / NLP
CNN / CV
Selenium
Selected Work
Projects
A selection of AI and full-stack projects built with real-world impact in mind.
01
Multimodal Emotion Detection System
Detects human emotions by combining NLP text analysis and computer vision facial recognition in a unified pipeline.
02
Generative AI Image Creation App
Web app that generates images from text prompts using Google's Gemini API with a clean, responsive frontend.
03
Real-Time Data Scraping & Predictive Analytics Dashboard
Scrapes live data and runs regression models to forecast trends, displayed on an interactive analytics dashboard.
04
Transformer-Based AI Chatbot
Conversational chatbot powered by GPT-2 fine-tuning with a modern chat UI and context-aware response generation.
05
AI-Based Smart Home Energy Optimization
ML system that analyzes household energy usage patterns and recommends optimizations to reduce consumption.
06
Assistive Smart Stick for Visually Impaired
IoT + AI embedded system that uses ultrasonic sensors and computer vision to assist visually impaired individuals in navigation.
Final Year Project
AI-Powered Career Assistant Platform
My most comprehensive engineering project — built as a team, owned as an engineer.
A full-stack AI platform that helps job seekers in Pakistan analyze their CVs, discover relevant job opportunities, auto-apply to listings, and receive personalized course recommendations — all in one intelligent system.
My Contributions
- Frontend UI/UX — Dark cosmic-themed React app with Framer Motion animations
- CV Analyzer — PDF/DOCX parsing, spaCy NER, ATS scoring 0–100
- Job Scraping & Auto-Apply — Selenium scraper for Rozee.pk, LinkedIn, Indeed + AI matching
- Course Recommendations — Skill gap detection + learning path generation
DjangoDRFReact 18TypeScriptTailwindCSSFramer Motion
CV Scoring
0–100 ATS Score
Job Sources
Rozee.pk, LinkedIn, Indeed
Auto-Apply
AI Cover Letter + Selenium
Courses
Coursera, Udemy, YouTube
Team size: 3 Members | Role: Full-Stack + AI Engineer
Completed
class="btn btn-outline fyp-link" href="https://github.com/fa22-bse-058-droid/Final-Year-Project--AI-Career-Assistant" target="_blank" rel="noopener noreferrer" >View Project →Let's Build Something
Open to internships, junior roles, and interesting collaborations. Let's talk.