Fatima Asim

Academic

Verbatim text

Fatima Asim
+923345803872, asimfatima 785@gmaii.com
AHQ E9, Islamabad
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Education
Bachelor of Science (Data Science)
Major:
Data Science, Natural Language Processing, Big Data Analytics, Data Visualization, Data Mining,
rtificial Intelligence, MLops, Datawarehousing and Database Systems.
Richmond College, London, England
Access to Computer Science
i:.sc (Physics, Maths, Computer Science)
Projects
l=inal Project: EDI-Connect A mapping tool [Python,node js,mongodb]
A solution designed to enhance the data mapping and formatting challenge. The approach combines machine
earning, fast indexing with FAISS, rule based mapping and refinment with LLM.
Semester Projects:
Amazon Recommendation Model [mongoDB, kafka, flask, pyspark, matplotlib, dask and pandas]:
Developed a recommendation model using Amazon Reviews dataset of 118 GB.
Fashion Products Scrapper [Beautiful Soup, Selenium, Mongodb, Pandas, and Fuzzywuzzy]:
Developed a scrapper utilizing web scraping techniques, this scraper targets over 10 categories within the Fashion
domain, aiming to retrieve critical data.
A Complex Data Pipeline [Kafka, MySql] :
Developed a pipeline to create multiple topics and handle data through producers and consumers.
Stock Price Analysis and Forecasting [Streamlit, Matplotlib, Plotly, Pandas, Numpy, Sckit-learn, Tensorflow] :
Designed a tool for data visualization, forecasting models, and model metrics for better stock price analysis.
MemeSent-Sentiment Analysis of Internet Memes [Flask, Sklearn, Image Processing]:
Developed a image text reader classifier tool.
Urdu Poetry Generator [Nip, ngrams, tfidf]:
Developed a project to generate urdu poetry from a given huge dataset.
Work Experience
Data Engineering lntern,Knowledge Discovery and Data Science Lab FAST, Islamabad.
I
June 2023 - Oct 2023
Worked on a pipeline for risk management and analysis, machine learning
Skills & Tools
Professional Skills
Leadership, Interpersonal Skills, Communication, Event Management.
Technical Skills
Python, Tensor Flow, Fuzzywuzzy, String Matching, NLTK, Re, SpaCy, Flask, Pandas, Numpy,
Matplotlib, Seaborn, Pyspark ml and mlib Sci-kit Learn, SQL, Mongodb
Achievements
Awarded lx times silver medal for semest er Acadamic Performance.
Awarded lx times bronze medal for semester Acadamic Performance.
Listed onto University's Rector list for outstanding Academic Performance.
Trainings I Certification
Attended a workshop on 'Data Science tools' by TeraData Employee.
Worked as Teacher Assistant for Computer Networks at FAST, Nuces, Islamabad.
Activities
Coordinated and directed the NasCon'23 Data Science competition, a nationwide event that involved outreach to
over 200 universities, resulting in a 50% increase in participation from the previous year.
'nterests
Watching movies, Travelling and playing story mode games.
FAST NUCES ISLAMABAD CAMPUS

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