Alyyeen.

Alyyeen Ahmed

Software Engineer | AI for Social Impact | FAST-NUCES '26

Overview

Recent Software Engineering graduate from FAST-NUCES with a focus on high-impact AI systems. Developed GeoShield, an AI disaster monitoring system that automates damage assessment and authority notification within seconds. Experienced in building end-to-end ML pipelines with TensorFlow and PyTorch, achieving significant model performance gains (35% mIoU improvement). Passionate about leveraging technology for social good and disaster response.

Islamabad, Pakistan

Experience

Dec 2025 – Apr 2026

WORK

Machine Learning Intern

KP IT Board

Peshawar, Pakistan

Built an end-to-end image preprocessing pipeline for Computer Vision and Machine Learning tasks. Cleaned and preprocessed image datasets to improve data quality and model performance. Applied Gaussian filtering for noise reduction and Bilateral Histogram Equalization for image enhancement. Extracted image features using the Canny Edge Detection algorithm. Performed data optimization techniques, including dataset balancing, normalization, and batch processing to improve training efficiency and model robustness. Optimized data workflows to support scalable and efficient AI model development.

•Built an end-to-end image preprocessing pipeline for Computer Vision and Machine Learning tasks.

•Cleaned and preprocessed image datasets to improve data quality and model performance.

•Applied Gaussian filtering for noise reduction and Bilateral Histogram Equalization for image enhancement.

•Extracted image features using the Canny Edge Detection algorithm.

•Performed data optimization techniques, including dataset balancing, normalization, and batch processing to improve training efficiency and model robustness.

•Optimized data workflows to support scalable and efficient AI model development.

Key Achievements

→Improved mIoU from 0.339 to 0.5469 (35% increase) through optimized preprocessing pipeline.

→Managed and preprocessed a dataset of 10,000 images (5,000 paired sets) to enhance model training efficiency.

Computer VisionMachine LearningGaussian filteringBilateral Histogram EqualizationCanny Edge DetectionData optimizationDataset balancingNormalizationBatch processingPyTorch

Project Portfolio

PERSONAL

Present

AI-Based Admission Prediction Model

Developer

Developed a machine learning model using Linear Regression to predict student admissions. Implemented with Python and Gradio for an interactive interface.

PythonGradioLinear RegressionMachine Learning

Live Code

ACADEMIC

Present

EduBridge Manager – Web Engineering Project

Full-stack Developer

Designed and developed a full-stack web application using HTML5, CSS3, PHP, JavaScript, and SQL to manage educational resources and user interactions.

HTML5CSS3PHPJavaScriptSQL

PERSONAL

Present

Household Chore Management System

Developer

Built a Java-based OOP application to assign, track, and evaluate household chores, providing rewards or penalties based on performance.

JavaOOP

Live Code

PERSONAL

Present

GeoShield — AI Disaster Monitoring System

Lead Developer

AI-based disaster monitoring system designed to bridge the gap between manpower and disaster zones by providing near-instant analysis and automated alerts to authorities.

Siamese Neural NetworksCNNASPP architectureTensorFlowAI image analysisDamage segmentationWeb-based

Live

Education

Aug 2022 – Jun 2026

Bachelor of Science in Software Engineering

National University of Computer and Emerging SciencesSpecialization in Software Engineering

Thesis: GeoShield — AI Disaster Monitoring System

Relevant Coursework

Programming Fundamentals (PF)Object-Oriented Programming (OOP)Data Structures and Algorithms (DSA)Database Management Systems (DBMS)Software Requirements Engineering (SRE)Software Design and Architecture (SDA)Web EngineeringArtificial Intelligence (AI)

Impact & Recognition

Awards

FPSC · 2024

2nd Position – FPSC Coding Competition

Institute of Electrical and Electronics Engineers (IEEE), Pakistan · 2024

20th Position – IEEE Coding Competition, Pakistan

National University of Computer and Emerging Sciences, Peshawar · 2022

Best Presentation Award

Skills & Interests

Python

TECHNICAL

Machine Learning

TECHNICAL

Computer Vision

TECHNICAL

PyTorch

TECHNICAL

C++

TECHNICAL

Java

TECHNICAL

HTML

TECHNICAL

CSS

TECHNICAL

JSON

TECHNICAL

Transfer learning

TECHNICAL

TensorFlow

TECHNICAL

Linux

TECHNICAL

PHP

TECHNICAL

SQL

TECHNICAL

REST

TECHNICAL

MySQL

TECHNICAL

ONNX Runtime

TECHNICAL

TensorRT

TECHNICAL

Communication

Working across multiple languages, enabling global collaboration and clear technical outreach.

Urdu

Pashto

English

Arabic

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