Ayesha Siddiqa
@ayeshasiddiqa2
I build AI-powered applications using machine learning, computer vision, and FastAPI.
PakistanWhat I'm looking for
I've built AI applications from concept to deployment at NUTECH and contributed to CareerNexus.online's AI-powered job recommendation platform using vector matching.
My work includes a real-time sign language recognition system built with TensorFlow, MobileNetV3, OpenCV, FastAPI, and React, achieving over 99% validation accuracy on a custom dataset. I also contributed to an IEEE-published research project on sign language recognition and intelligent vision systems.
I've developed end-to-end machine learning pipelines for RF classification and crop-yield prediction, covering preprocessing, feature engineering, training, evaluation, optimization, and deployment. My drone RF classification work achieved 94.9% accuracy while comparing custom CNN and EfficientNet models.
I'm interested in reliable AI engineering, backend development, and full-stack AI applications, and I'm comfortable collaborating with distributed engineering teams through Git and GitHub.
Experience
Work history, roles, and key accomplishments
AI & Software Development Projects
National University of Technology (NUTECH)
Jan 2024 - Present (2 years 7 months)
Designed and implemented multiple artificial intelligence and deep learning applications from concept to deployment. Built complete machine learning pipelines including data preprocessing, feature engineering, model training, evaluation, and optimization.
AI / Software Development Intern
CareerNexus.online
Contributed to the development of an AI-powered job recommendation platform using vector matching. Assisted with database integration, backend development, and deployment workflows.
Education
Degrees, certifications, and relevant coursework
National University of Technology (NUTECH)
Bachelor of Science, Artificial Intelligence
Pursuing a Bachelor of Science in Artificial Intelligence with an expected graduation in 2028.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Job categories
Skills
Interested in hiring Ayesha?
You can contact Ayesha and 90k+ other talented remote workers on Himalayas.
Message AyeshaGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
