Hi, I’m
RAHUL DABBETA
Summary
A hard-working individual with passion in coding aspiring to work with an
elite organization that offers a challenging career, aiding me to grow my skill set and use it to effectively contribute towards the organization's vision.
Overview
4
years of professional experience
1
Certification
Work History
Western Sydney University Sydney, NSW
Data Science Trainee
03.2022 - 08.2023
Job overview
I was involved in a project of health care in which our University Nursing team was developing. It has multiple aspects from Data Engineering to Model building. It is a project to build a dynamic machine-learning model for predicting the accuracy of Principle Diagnosis ICD.
- There were some collected data sets of different feature names and data, I cleared the null values , used Python and SQL to create a dataset ready for analysis .
- Built and trained a machine learning model using Random Forest and few deep learning concepts like Convolutional Neural Network to predict the accuracy of exact principle Diagnosis ICD.
- Techniques used - Python , R , Pandas, Numpy, NLTK, Scikit- Learn , Keras, TensorFlow and related few.
JPMorgan Chase & CoHyderabad
Intern
07.2019 - 01.2020
Job overview
- I joined as an Intern and worked on FIOS Ordering Web Channel and Developed various APIs in the middleware using J2EE, SpringBoot etc. They in which were used to flow experience details from various backend systems to UI layer.
- Worked on a project to add new jars for supporting aes256-ctr, aes 128-ctr for server- client communication.
- Also worked on the customer funded enhancement to add new features to the GUI we provide using java swing utilities.
- Created various single page web pages in ReactJS, AngularJS which are live on JPMorgan website and also a chat bot .
- Completed research, compiled data, updated spreadsheets, and produced timely reports.
Education
Western Sydney University
Masters from Data Science
06.2023
Lovely Professional University
Bachelor of Computer Science from Computer Science & Engineering
University Overview
Grade - 7.4//10
Skills
- Programming languages - Java, Python, R , C
- Spring boot, Rest APIs ReactJS, NodeJS, Redux
- SQL, MongoDB, RDBMS , PostgreSQL
- Skilled at DSA, knowledge at Operating systems and Networking
- Machine learning Concepts
- Deep learning concepts
- NLP concepts
Accomplishments
“All the Projects are in Python and Java Programming Language”
1)Prediction of Spider Species using Machine learning -I
- In this project, we predict the spider species which are poisonous using image classification and Convolutional Neural Networks. It required a large data set. It worked but only for the images I gave as input, not for the real world. It is for my University project submission.
- Through image processing techniques converted the image to compatible input for Machine learning model and tried it with different models like Random Forest and logistic regression to compare the Prediction accuracies.
- Now, working on a project for predicting the forest wildfire spread using remote sensing sensors for the final semester of my University.
2)NLP Building a Topic Modeling system for improving the business on Amazon Reviews
3)Sentiment Analysis on Amazon mobile reviews dataset 431k reviews using LSTM
4)Credit card fraud detection using SMOTE techniques
5)Amazon fashion Recommendation Systems using NLP and ML
6)Predictive analysis on direct-mail marketing system and cost-benefit analysis on a clothing store dataset
GitHub link - https://github.com/rahuldabbeta
Languages
English, Hindi , Telugu
Certification
AWS Certified Solutions Architect - LinkedIn Learning
Full Stack Development Bootcamp - Upgrad
Timeline
Data Science Trainee
Western Sydney University
03.2022 - 08.2023
Intern
JPMorgan Chase & Co
07.2019 - 01.2020
Western Sydney University
Masters from Data Science
Lovely Professional University
Bachelor of Computer Science from Computer Science & Engineering
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