Sobia Noor Fatima

Academic

Verbatim text

ATIONAL UNIVERSITY | lk
IN
Sobia Noor Fatima
+923335331263, sobianoor2000@gmail.com
Bahria Town, Islamabad.
Linkedin: https://www.linkedin.com/in/sobia-noor-b6507b218/
Education
Bachelor of Science (Computer Science) | 2023
Major: Data Science, Deep Learning, Data Analytics, Data Visualization, Datamining, Machine Learning |
Projects
YP - RecogLip: A Lipreading headgear which will detect the lip movements and predict text (Artificial Intelligence, Machine
ind Deep learning, Model Training, Data Engineering):
Using Pre-existing lipreading models and do advance tuning and deployment in raspberry pi 4.The camera module attached
to headgear will detect lip movements of use and model is deployed in raspberry pi 4. A website is also created to sell our
headgear. Techs: Pytorch, Tensorflow, Keras, Mediapipe, Sklearn.. (August 2022-Current)
Semester Projects:
eed management of a Social Network using MongoDB (Distributed Data Engineering) :
enerated data and populated using sharding and retrieval of queries. Techs: MongoDB,Python (March 2023)
itcoin Tweets using DynamoDB (Distributed Data Engineering):
lorked on AWS DynamoDB by loading the data using appropriate methods and retrieving queries.Techs: AWS, DynamoDB,
Python, Jupyter Notebook (March 2023).
Distributed Hash Tables (Data Structures, Object Oriented Programming) :
(Created distributed systems on different nodes using FT. Techs: C++, Data Structures, Hashing (November 2020)
Credit Card Fraud Detection (Artificial Intelligence, Data Mining):
Trained models for fraud data and compared different models. Techs: Python, NN, Jupyter Notebook (November 2022)
Instance Segmentation (Digital Image Processing):
Implemented Instance Segmentation of different Images. Techs: Python, Jupyter Notebook (December 2022)
Work Experience
Data Science Intern, British Airways, UK. April 2023 - Current
‘As an intern, applied my analytical skills to impact on the business recommendations, tools
land models to drive key business decisions.Scraping and collecting customer feedback and
reviewing data from a third-party source and analyzing this data to present any insights.
Data Science Intern, Technocolabs Software, India. ‘March 2023 - Current
As a Data Science Intern, | am acquiring skills in data collection, cleaning, visualization, and
training. | worked on two projects Predictive Analysis Using Social Profile in Online P2P Market
and BigMart Product Outlet Sales Analysis and Prediction.
In my role as a Teaching Assistant for Data Mining and Database courses, | assisted professors in
delivering high-quality instruction and guidance on course materials, assignments.
Skills & Tools
Professional Skills Quick Learner, Leadership, Punctual, Communication, Team Player, Problem-solving, Adaptability.
Technical Skills Python, R, SQL, C/C++, JAVA, JavaScript, Tensorflow, Sklearn, Keras, Pytorch, NLTK, spaCy, Pandas,
NumPy, Matplotlib, Plotly, Hadoop, MLFlow, Kubernetes, Docker, Jenkins, Azure, AWS, Git, Flask,
penCv, Regex, DynamoDB, GraphSQL, BigTables, MongoDB , Beautiful Soup.
Achievements
* Dean’s List of Honors in Spring 2020: part of deans list for 3.7 Sgpa.
© 3rd Prize in IST Space week 2016: Won third prize for presentation competition in IST Space week 2016.
© Hosted in ISYWSC’22: Hosted seminars and panel talk in ISYWSC’22 for topics like Women in Tech.
Trainings / Certification
*AWS Cloud Practitioner Certification (Current)
Introduction to Tensorflow for Artificial Intelligence, Machine Learning and Deep Learning (Coursera)
*Introduction to Deep Learning in python (Data Camp)
Volunteering
Ideas Foundation: Worked as a fund-raising volunteer at ideas foundation for SOS orphanage village

AI enrichment