Dipti Badgujar
@diptibadgujar
Aspiring computer scientist skilled in Python and machine learning, focused on practical data-driven solutions.
What I'm looking for
I am an aspiring computer scientist pursuing a B.Sc. in Computer Science with hands-on experience building machine learning models and Python applications. I have implemented end-to-end projects including a cyber-attack prediction model and a modular health screening application, demonstrating strong practical skills.
My cyber security project used the NSL-KDD dataset with preprocessing, feature engineering, and model comparison (Logistic Regression, XGBoost), emphasizing performance metrics and false-positive reduction. In a separate project I developed a Depression and Migraine Test application prioritizing modularity, error handling, and user-focused design.
I combine technical abilities in Python, data cleaning, visualization, and basic cloud and statistical concepts with collaborative soft skills, presentation experience, and resilience developed through sports and meditation. I seek opportunities to apply ML and data analysis to real-world problems and continue growing my engineering craft.
Experience
Work history, roles, and key accomplishments
Python Developer
Self Employed
Developed a modular Python application for depression and migraine screening with weighted scoring, input validation, error handling, and modular code structure for maintainability.
Machine Learning Intern
Self Employed
Designed and implemented a cyber attack prediction model on the NSL-KDD dataset using feature engineering and compared Logistic Regression and XGBoost, improving detection reliability and minimizing false positives.
Education
Degrees, certifications, and relevant coursework
R.C. Patel Arts, Commerce & Science College
Bachelor of Science, Computer Science
2023 -
Activities and societies: Presented at Avishkar; involved in teamwork and extracurricular sports.
Pursuing a Bachelor of Science in Computer Science at R.C. Patel Arts, Commerce & Science College.
R.C. Patel Junior College
HSC, Higher Secondary (Arts/Commerce/Science)
Grade: 76.00%
Activities and societies: Represented school/college in interschool sports tournaments.
Completed Higher Secondary Certificate (HSC) with a 76.00% score.
H.R. Patel Girls Highschool
Matriculation, Secondary Education
Grade: 88.20%
Activities and societies: Participated in team sports such as cricket and badminton.
Completed Matriculation with an 88.20% score.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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