Maryam Amjad

Academic

Verbatim text

Maryam Amjad
+923235519235, maryamamjad7892@gmail.com
G-6, Islamabad.
Linkedln: https://www.linkedin.com/in/maryam-amjad-82a595243/
Bachelor of Science (Artificial Intelligence)
Multi Agents and Game Theory, Computer Vision, Generative Al, Natural Language
Processing, Deep Learning, Machine Learning
Islamabad College for Girls, Islamabad
ICS {Computer Science, Mathematics, Physics)
Islamabad College for Girls, Islamabad
Matriculation {Computer Science, Mathematics, Physics)
rojects
Final Pro "ect: TherapEase - Autism Therapy Assistant [Blender, React, 3JS]
Developed a 3D Digital Twin based system with real-time emotion detection, automated diagnostic support, and
herapist dashboard for personalized autism therapy.
emester Pro·ects:
eme Classification [Python, Machine Learning]:
Developed a sentiment classification system using six sklearn classifiers (three for images and three for text) and
deployed as a Flask web application for real-time meme sentiment analysis.
mage Classification [CNN]:
Developed a Convolutional Neural Network (CNN) achieving 90% accuracy on CIFAR-10 dataset.
LOps Pipeline for Weather Prediction [MLOps, DevOps]:
Developed an MLOps pipeline with MLFlow for model versioning, AirFlow for automation, and Kubernetes for
deployment. Built a full-stack weather prediction app with Cl/CD integration.
mage Super-Resolution with GANs [Deep Learning, Computer Vision]:
Enhanced low-resolution images using ESRGAN, optimizing perceptual and adversarial loss for realistic textures and
high PSNR/SSIM scores.
Work Experience
rtificial Intelligence Intern, AIM Lab, Islamabad.
orked as Artificial Intelligence Intern (implemented ML algorithms for image and text
eneration tasks using APls and fine-tuned pre-trained models, integrated APls for
enhanced functionality, streamlining the model deployment pipeline)
kills & Tools
rofessional Skills
Time Management, Communication, Team Work, Problem Solving.
June2023-Aug2023
echnical Skills
TensorFlow, PyTorch, Transformers, Scikit-Learn, Keras, Tesseract, Docker, Kubernetes,
OpenCV, MySQL.
chievements
Convolutional Neural Networks, Coursera Certificate
Generative Al with Large Language Models, DeepLearning.AI Certificate
WS Cloud Technical Essentials, AWS Certificate
Fundamentals of Reinforcement Learning, University of Alberta Certificate
Create Charts and Dashboards using Google Sheets, Coursera Certificate
Trainings/ Certification
Lab Demonstrator for Object Oriented Programming, FAST NUCES Islamabad
Lab Demonstrator for Machine Learning, FAST NUCES Islamabad
ctivities
ecretary Al/DS Events, IEEE CS Student Chapter FAST NUCES Islamabad
earn Operations, FQSS Society FAST NUCES Islamabad
nterests
Learning new languages, exploring Al and emerging technologies.
FAST NUCES ISLAMABAD CAMPUS

AI enrichment