Aysha Nazir
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Hi, I'm
Aysha Nazir

Generative AI Engineer | Deep Learning & Computer Vision Specialist

Passionate about Generative AI, Deep Learning, and Agentic AI. Building intelligent, adaptive systems that blend cutting-edge research with real-world industrial impact.

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3+
Years in AI/ML
8+
Projects & Research
6+
AI Frameworks
100%
Research Precision

Professional Summary

Passionate about Generative AI, Deep Learning, and Agentic AI, driving innovation through intelligent, adaptive systems. Focused on building AI solutions that blend research with real-world impact. Experienced in computer vision, real-time detection systems, and automated media planning tools with strong academic and industry collaborations.

🤖

Generative & Agentic AI

Designing intelligent, autonomous AI systems with deep reasoning capabilities

📸

Computer Vision

Real-time detection, defect inspection & micron-level precision systems

🔬

Research & Deployment

From lab prototypes to production-ready AI solutions with industry partners

Professional Experience

Research Assistant

ESCV Lab, NED University

Karachi, Pakistan

July 2024 – Present
  • Conducted research on automated defect detection and diameter measurement of piston rods in automotive manufacturing
  • Designed and implemented a vision-based inspection system using Python, OpenCV, and deep learning models
  • Developed custom imaging setup with high-resolution cameras achieving micron-level precision
  • Integrated classical image processing (Canny, Sobel, Hough Transform, etc.) with AI models
  • Built ReactJS dashboard for real-time visualization; collaborated with NCAI, ESCV & Agriauto

Junior Software Engineer

Lambda Theta

Karachi, Pakistan

July 2023 – Feb 2024
  • Designed and optimized machine learning architectures for scalability and performance
  • Developed and deployed ML models on cloud platforms
  • Analyzed and optimized ML algorithms and codebases
  • Conducted unit testing and User Acceptance Testing (UAT)

Software Developer

Accenture

Seattle, WA, USA (Remote)

Nov 2022 – Dec 2022
  • Defined technical requirements and architectural changes for scalability
  • Migrated and scaled on-premise systems to cloud platforms
  • Performed security maturity assessments and advanced debugging
  • Led User Acceptance Testing with stakeholders

Technical Skills

AI & Deep Learning

Python TensorFlow PyTorch Keras CNNs Transformers UNets Scikit-learn

Computer Vision & Tools

OpenCV Canny / Sobel / Hough Transform NLTK Pandas NumPy React.js Flask

Backend & Data

SQL MySQL C++ Git Data Preprocessing

Mathematics & Optimization

Linear Algebra Calculus Probability & Statistics Optimization

Featured Projects

👥

Real-time Human Detection and Counting System

Deep Learning Project • Jul 2023 – Feb 2024

Developed a robust real-time human detection and counting system using TensorFlow, OpenCV, and Flask. Built an interactive React.js frontend with MySQL backend for visualization and analytics.

High-accuracy detection for security & surveillance
Interactive dashboard with real-time analytics
Tech: TensorFlow, OpenCV, Flask, React.js, MySQL
📺

AI-based Automated TV Media Planning Tool

Machine Learning Project • Apr 2023 – Aug 2023

AI-powered tool that automates TV media planning by optimizing ad placements based on CPRP, GRPs, and Share of Voice using ML/DL algorithms.

Decision Trees, Random Forests & Neural Networks for audience targeting
Backend with Flask + MySQL and React.js dashboard
Significant cost-effectiveness improvements over manual planning
Tech: Python, Scikit-learn, TensorFlow, Flask, React.js, MySQL

Education & Achievements

🎓

Bachelor of Science

Software Engineering

Muhammad Ali Jinnah University

Karachi, Pakistan

Feb 2022 – Feb 2026

🏆

1st Prize Winner

AI Agentic Development Competition

Developed UniBot – Intelligent University Copilot using Microsoft Dynamics 365

Real-time academic support, course info & fee updates with deep reasoning and automation

🌟

Machine Learning & AI Lead

Google Developer Student Club

Karachi, Pakistan

Mar 2023 – Present

Certifications

📜

TensorFlow Developer Certificate

📜

Advanced Python Programming

DataCamp

📜

Samsung Artificial Intelligence Challenge Certificate

📜

Advanced SQL Certificate

📜

Data Structures and Algorithms Certificate