Laiba Batool

Academic

Verbatim text

Laiba Batool
+923067093114, alaiba846@gmail.com
Satellite town A block, Rawalpindi
Linkedln: https://www.linkedin.com/in/laiba-b-071626317/
Bachelor of Science (Computer Science)
Data Science, Deep Learning, Data Analytics, Data Visualization, Datamining, Machine Learning
nd Generative Al.
Punjab College For Women, Rawalpindi Punjab
.Sc (Physics, Chemistry, Mathematics)
I Ahmad Public School, Rawalpindi Punjab
Matriculation (Physics, Chemistry, Biology)
rojects
inal Pro·ect: SmartStudy Companion [Python, NLP, Knowledge Graphs, LLMs, RAG]
A personalized programming education chatbot using RAG and adaptive knowledge graphs. Built visualizations
hawing concept relationships from basic to advanced programming topics. Implemented adaptive quizzes and
earning path recommendations based on user performance.
emester Pro ·ects:
I Chatbot [Python, NLP, GUI, PDF Processing]:
Developed domain-specific chatbot by fine-tuning GPT-2 model on textbook data. Extracted and processed 100+
ages of text from PDF using pdfplumber.
ig Data Product Recommendation [Spark, MongoDB, Flask, Machine Learning]:
Processed 32GB Amazon product dataset using Apache Spark for analysis and model training. Engineered Flask-based
eb app for real-time product recommendations. Contributed to all project phases in a team of 3, from data
preprocessing to final implementation.
Project Management Database [MySQL, Node.js, HTML/CSS]:
Designed database schema with 7 main tables for project management application. Built web interface with role-
based access for 4 user types, including dashboards and reporting. Implemented user authentication, project tracking,
nd task assignment functionalities.
Data Warehouse for Retail Analysis [SQL, Java, ETL, OLAP]:
Designed and implemented a star schema data warehouse with 5-dimension tables and 1 fact table for
comprehensive retail sales analysis. Developed Extract, Transform, Load process in Java, processing over 50,000 sales
ransactions and implementing efficient data integration techniques.
Work Experience
Lab Demonstrator - Data Analysis and Visualization Lab, FAST - NUCES, Islamabad.
Guided 3rd-year Data Science students with JavaScript, D3.js visualizations and Tableau
dashboards for complex datasets and effective data storytelling.
kills & Tools
Leadership, Problem-Solving.
Aug 2024 - Dec 2024
Python, R, SQL, Machine Learning, Statistical Analysis, Tensor Flow, Sci kit-learn, Pandas, Apache
park, MongoDB, Apache Kafka, Hadoop, MySQL, Flask, HTML/CSS, JavaScript, Retrieval-
ugmented Generation (RAG), Knowledge Graphs
esearch Publication
Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multi modal Proficiency:
hahriar, S., Lund, B.D., Mannuru, N.R., Arshad, M.A., Hayawi, K., Bevara, R.V.K., Mannuru, A., Batool, L. Applied
ciences, 14(17), 7782, 2024.
Certification
Introduction to Generative Al, Google Cloud (Coursera), March 2024
nterests
raveling, Gaming
FAST NUCES ISLAMABAD CAMPUS

AI enrichment