Fatima Shahzad

Academic

Verbatim text

Fatima Shahzad
+923002081299, fatimashahzad1975@gmail.com
E-8, Islamabad.
Linkedln: https://www.linkedin.com/in/fatima-shahzad-914a33315/
enerative Al, Computer Vision, Deep Learning, Image Processing, Machine Learning, Natural
.Sc (Physics, Chemistry, Mathematics)
rmy Public school and college, Gujranwala Punjab
atriculation (Physics, Chemistry,Mathematics)
rojects
inal Pro 'ect: Architecture and Interior design application based on user prompt[ Python, babylon.js, three,js]
n application that takes a prompt from the user and makes a 2D floor plan and then converts it into a 3d model and
ives user the s ace to work on it's interior desi nin .
irtual Video Conferencing background generation:
egmentation using SAM and theme based backgrounds using 5 different models like GANs and VAEs.
ulprit catching using computer vision techniques:
raining RetinaNet for catching the culprit based on his closeness to the garbage, and identification using cosine
imilarity.
ultimodal sentiment analysis in using videos, images and urdu text :
ERT for Text feature extraction, MFCC features for audios, Frame level hog feature extraction for videos.
treamlining MLOps with DVC, MLFlow and Airflow :
utomating and modernizing MLOps workflows using DVC, MLflow, and Airflow for efficient data versioning,
xperiment tracking, and pipeline orchestration
mage Similarity Comparison using graph based techniques:
olour Histogram based technique for image comparison, Building a graph based algorithm, Comparison with PSNR,
MS, ISSM.
mage and Video Filtering with tkinter GUI (DIP):
orming functions for filters like laplacian, thresholding, opening, closing for images and video frames.
shortest path using MPI and Open MP combination (PDC):
raph reading, data preprocessing, calculation k shortest paths.
kills & Tools
earn work Inter ersonal Skills Communication skills Time mana ement.
ython, C, C++, Tensor Flow,, Sci-kit Learn, Keras, openCV, pyTorch, NLTK, BERT, GPT, Sentiment
nalysis, Generative Models, Computer Vision, NLP, Github, Docker, Kubernetes, Game Theory,
QL, No SQL, HTML, CSS, Bootstrap.
warded with a Scholarship of no tuition fee at college level.
orked as a teaching assistant for an Operating Systems course.
oursera certification "Creatin charts and dashboards usin
le sheets" with 100% rade
NaSCOn'22
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