Sareena Bilal

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Language

Urdu
Fluent
English
Fluent

Work Experience

Machine Learning Engineer (Intern) at CERTURA – Islamabad, Pakistan
March 1, 2025 - April 1, 2025
Independently built and fine-tuned machine learning models for structured datasets. Collected, cleaned, and prepared data for training and evaluation. Applied algorithms including decision trees, logistic regression, and SVM. Analyzed model performance metrics such as accuracy, precision, and recall. Created detailed documentation. Developed problem-solving and technical reporting skills.
Deloitte Australia Technology Job Simulation at FORAGE
October 1, 2024 - October 21, 2024
Completed a technology job simulation focusing on data analysis for Deloitte’s Technology team. Developed a data dashboard using Tableau, wrote proposals for client projects, and used Excel for data classification and business conclusions.
Java Programmer (Intern) at Digital Empowerment Network – Islamabad, Pakistan
September 5, 2024 - October 19, 2024
Designed, developed, and maintained Java applications with Swing and JavaFX for interactive GUIs. Integrated MySQL for database management. Applied object-oriented programming principles for clean code. Conducted unit testing and debugging to optimize performance.
Machine Learning Engineer (Intern) at Digital Empowerment Network – Islamabad, Pakistan
July 1, 2024 - July 31, 2024
Cleaned and preprocessed datasets for regression and classification. Developed regression and classification models, tuned hyperparameters, and evaluated performance using RMSE, accuracy, precision, and recall. Conducted feature engineering and generated detailed reports.
Software Engineer and Machine Learning Specialist at Self-Employed (Freelance) – Lahore, Pakistan
November 5, 2022 - February 27, 2024
Worked as a freelance developer on diverse computer science projects including ML, DL, NLP, Data Science, and software engineering. Designed and developed end-to-end machine learning solutions, performed data preprocessing, feature engineering, and exploratory analysis. Evaluated and optimized models, deployed applications, and maintained clean code repositories.

Education

Bachelor's at Lahore Garrison University
October 12, 2020 - August 21, 2024

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Healthcare, Financial Services, Professional Services, Education, Media & Entertainment, Life Sciences
    Analyzing Passenger Sentiment for British Airways Using Natural Language Processing
    This project aimed to extract and analyze 1,500+ customer reviews of British Airways from a trusted review source to assess public sentiment and passenger experience using modern Natural Language Processing (NLP) and machine learning techniques. SentimentAnalysis MachineLearning NLP DataScience BritishAirways CustomerExperience Python TextAnalytics WebScraping AIProjects Transformers VADER TextBlob DataVisualization TechnicalWriting PortfolioProject HuggingFace AirlineReviews MLinBusiness