Prerana Hadadi
Boulder
Summary
Responsible and ambitious student currently pursuing masters in data science. Quick learner with excellent communication and management skills
Overview
1
1
year of professional experience
1
1
Certification
Work History
Data Science Intern
Textron India Private Limited
01.2023 - 06.2023
- Worked on threat detection project which involved structuring of ETL process , Feature selection and building machine learning models to predict the accuracy using Databricks and Azure devops platform.
Summer Intern
PES University
06.2022 - 08.2022
- CDSAML – Centre for data science and applied machine learning .
- Worked on Machine learning model for heart disease prediction, leveraging advanced techniques to enhance accuracy and reliability. It included data collection and pre-processing , feature engineering , model selection training and evaluation .
Education
Bachelor of Technology - Computer Science
PES University
Bengaluru,India08.2023
High School - PCMC
Deeksha Centre For Learning
Bengaluru,India 06.2019
ICSE -
Baldwin Co Education Extension High School
Bengaluru,India 06.2017
Skills
- Language : Python , R , C
- ML / Stats : Pandas, Numpy,scikit-learn,seaborn,matplotlib,pyspark
- Big Data : Hadoop,Spark,Kafka
- Framework/Tools : Databricks , Azure devops , Linux system
Projects
• A novel approach in the automatic generation of regional language subtitles for videos in English
Capstone project which extracts the audio from English video and converts to regional language and subtitles will be displayed with video.
• Store Management System
Database Management project using Postgres. It involved creation of database schema, ER diagram and queries.
• Exploratory data analysis on Missing migrants’ dataset
Data science project which tracked death of migrants, who have gone missing or are presumed dead along mixed migration routes worldwide.
• Sentiment analysis with PySpark
Big Data project conducted analysis using methods of preprocessing, model building and different techniques of clustering to predict the sentiments on the dataset and performed them on batch sizes to see the variation.
Certification
- Specialization Certification on Deep Learning and Neural networks from Coursera (online certification)
• Certification on Machine Learning on Udemy (online certification)
• Certification on distributed and cloud computing (PESU I/O)
- Pyspark on Dataacademy
Awards and Publications
- Paper Publication at IEEE I2CT, Pune 2023 “A novel approach in the automatic generation of regional language subtitles for videos in English ”
- Spot award at textron India Private limited for ML experiment improvisation.
- Sprint runner and achieved gold medals in school competitions.
- Completed SIP advanced level 4 in abacus.
Timeline
Data Science Intern
Textron India Private Limited
01.2023 - 06.2023
Summer Intern
PES University
06.2022 - 08.2022
Bachelor of Technology - Computer Science
PES University
High School - PCMC
Deeksha Centre For Learning
ICSE -
Baldwin Co Education Extension High School
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