Open to opportunities

Nida Eman

@nidaeman

Message

I build React applications and data-driven machine learning solutions for real-world operational needs.

Pakistan

Message

What I'm looking for

I'm seeking an IT support, data analysis, or administrative and technical assistant role where I can contribute to operations, documentation, coordination, software development, and data-driven problem-solving.

I've supported ICT operations at Edison Global Academy in Qatar, coordinating documentation, scheduling, records, and day-to-day departmental activities in a multicultural environment.

Across Buildables, Developers Hub Corporation, InternBoot, and Prodigy InfoTech, I've built responsive web applications and frontend components using React, JavaScript, MongoDB, AWS, and Netlify. I’ve also integrated APIs and dynamic database-backed features, earning recognition for my internship performance.

My graduate research at Air University focuses on FGAGA, a fitness-guided adaptive genetic algorithm for feature selection in building energy prediction. I built the Python experimental pipeline, benchmarked it against a standard genetic algorithm, and achieved smaller feature subsets, higher fitness, and about 21% faster runtime without significant accuracy loss.

I also built SecureSpot, a real-time parking and ride-sharing mobile app using React Native, MongoDB, Docker, Google Cloud, YOLOv8, and GPS navigation, along with a real-time deep-learning emotion detection app.

Experience

Work history, roles, and key accomplishments

Current

Graduate Researcher

Current

Air University

Jan 2026 - Present (7 months)

Designed and implemented a genetic algorithm variant with adaptive mutation decay and a linear crossover ramp for feature selection in building energy prediction. Built a full experimental pipeline in Python using a Random Forest fitness evaluator, benchmarked against a Standard Genetic Algorithm across three datasets.

Python Genetic Algorithms Random Forest

Current

Assistant to Head of ICT

Current

Edison Global Academy

Feb 2025 - Present (1 year 6 months)

Support ICT program operations, documentation, and cross-departmental coordination in a multicultural environment. Assist with scheduling, records management, and day-to-day administrative tasks for the ICT department.

Documentation Scheduling Records Management

Web Development Intern

InternBoot

Sep 2025 - Nov 2025 (2 months)

Built responsive web applications using React, JavaScript, and MongoDB.

React JavaScript MongoDB

Software Developer Intern

Developers Hub Corporation

Jul 2025 - Sep 2025 (2 months)

Developed frontend components and integrated APIs and MongoDB for dynamic features. Received a Certificate of Appreciation for performance during the internship.

Frontend Development API Integration MongoDB