Ghulam Mustafa Siddiqui

Academic

Verbatim text

Ghulam Mustafa Siddiqui
+923138376863, gmustafa.siddiqui18@gmail.com
E-11/4, Islamabad
Linkedln: www.linkedin.com/in/ghulam-mustafa-siddiqui-10b118247
Bachelor of Science (Computer Science)
Major:
oftware Development, Machine Learning, Parallel Computing, and Data Visualization
Roots Millennium Schools, Islamabad
Cambridge Advanced Level (Physics, Chemistry, Mathematics)
he City School, Capital Campus Islamabad
Cambridge Ordinary Level (Physics, Chemistry, Biology, Mathematics)
rojects
Final Pro·ect: Al-powered Insurance System [Flutter, Flask, PHP, HTML/CSS]
n Al-powered insurance system to reduce manual labour as much as possible with the help Al automation.
em ester Pro ·ects:
Handwritten Digit Recognition with SVM:
Built an SVM classifier from scratch to recognize handwritten digits from the MNIST dataset, optimizing kernel
unctions (linear, polynomial, and RBF) and tuning hyperparameters to analyze classification accuracy and visualize
misclassifications.
Road Sign Detection with VOLO:
Fine-tuned a pre-trained YOLO model on the GTSDB dataset to detect and classify road signs, achieving evaluation
metrics like mAP and loU while visualizing results with labeled bounding boxes.
ideo Prediction Model Development:
Developed LSTM and PredRNN architectures for spatiotemporal frame prediction on the UCF101 dataset, generating
coherent future video sequences from input clips.
Conditional GAN and CycleGAN for Face Image and Sketch Translation:
Implemented a Conditional GAN (cGAN) to generate realistic face images from sketches and a CycleGAN for image-to-
image translation, enabling the conversion of face images to sketches and vice versa using the Person Face Sketches
dataset.
Work Experience
unior Software Engineer & Business Analyst, Prudential Solutions, Islamabad
March 2023 - Present
orking as a Junior Developer on software prototypes along with some business analysis
asks.
Leadership, Interpersonal Skills, Communication.
Python, Tensor Flow, SQL, No SQL, Sci-kit Learn, SQL, Django Rest Framework, Java including
DBC, HTML, CSS, Android Studio, UML
Web Development Course Certificate from DataCollide
Awarded with Outstanding Delegation in Millennium Model United Nations
Trainings/ Certification
ttended a 4 day bootcamp on 'Flutter Development' by GDGoC PIEAS
ook a 30 day course on web development using HTML/CSS, Javascript, and PHP
ctivities
olunteered for community service at PRCS Islamabad
nterests
Gaming, Basketball
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