Muhammad Ali

Academic

Verbatim text

ATIONAL UNIVERSITY | I
Muhammad Ali
+92 320 6029667, m.aliraza3234@gmail.com
G11, Islamabad.
LinkedIn: https://www.linkedin.com/in/muhammad-ali-390a561b1/
|Education
Bachelor of Science (Data Science) 2023
Major: Data Science
Govt Zamindar PG College , Gujrat Punjab 2018
F.Sc (Physics, Chemistry, Mathematics)
Matriculation (Physics, Chemistry, Computer Science)
\Projects
Final Project: Cardiac Diagnostic [Python, Keras, tensorflow, Pandas, Jupyter Notebook, Google colab, Plotly ,
Matplotlib, Seaborn]
The aim of this project is to perform cardiac diagnostic analysis through the utilization of MRI images of patients’ hearts.
Specifically, the project involves the segmentation of the left ventricle, calculation of the ejection fraction, classification of
arious heart-related diseases utilizing deep learning techniques, and development of a web interface for easy access to the
diagnostic results.
Semester Projects:
Game of life [C++] :
Developed a zero-player game which evolves on its own after intial configuration.
Meme Sentiment Analysis [ Python, Pytorch, Neural Network, Jupyter Notebook, Pandas, Flask]:
Developed multi-modal Neural Network to classify the sentiment of memes via image and text processing.
Diabetes Detection using Eye Images [Python, Pytorch, Neural Network, Jupyter Notebook, Pandas]:
Segmented eye images using Convolutional Neural Networks to determine whether a person has diabetes or not.
Near Real time Semi-stream MESHJOIN (Data Warehouse, ETL, Data Engineering) [ JAVA, Oracle, Data Warehouse, SQL,
MySQL]:
Implemented MESHJOIN algorithm to join multiple stream records with multiple master data records and populated a Data
Warehouse.
Sentimix classification (NLP)[ Python, Transformers, pandas, Jupyter Notebook]:
(Created a transformer-based solution for the classification of offensive tweets written in the Hinglish language.
Multi-Node Hadoop Clusters (Big Data, Data Engineering)[Azure, Python, Hadoop]:
‘Created multi-node cluster on Azure to Map-Reduce large files using the Hadoop framework.
GYM Database Development (Database Systems)[PHP, SQL, Oracle, HTML, CSS]:
Designed and implemented a relational database fit for a gym to handle clients, trainers, equipment, etc.
Work Experience
| Developer (Intern), Fast University, Islamabad. Jun 2022 - Aug 2022
orking as a Artificial intelligence and Deep Learning research intern.
Facial expression Detection [ Python, Google Collab, Neural Network, Pytorch]:
Developed a CNN based model to classify the emotion using images of facial expressions.
e Urdu Compound Word Tokenizer [ Python Jupyter Notebook, NLTK]:
Developed an n-gram model-based solution to tokenize compound words that appear
‘separate and non-related.
Skills & Tools
Professional Skills Leadership, Interpersonal Skills, Communication, Team player
Technical Skills Python, Tensor Flow, No SQL, Sci-kit Learn, SQL , Java, ETL, HTML, Scikit-Sklearn, NLTK, spaCy, Pandas,
NumPy, Matplotlib, Plotly, Hadoop, PySpark
Achievements
Received Bronze Medal for 3" position in batch , Fall 2020, Spring 2021, Fall 2021, Fall 2022
Dean's Honor List - Spring 2021, Fall 2021, Fall 2022
Trainings / Certification
Understanding Data Engineering [DataCamp]
Introduction to Deep Learning in Python [DataCamp
Introduction to TensorFlow in Python [DataCamp]
Interests
Playing Strategy games , Writing poetry

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