Richa Reddy Borra
Machine Learning Engineer
Newark
Summary
Dedicated computer science professional with a strong foundation in model development and data analysis , with a proven ability to apply ML-driven strategies to solve complex problems and deliver impactful solutions. Experienced in building, training, and optimizing machine learning models to extract insights and enhance decision-making.
Overview
1
1
year of professional experience
Work History
Research Intern - Natural Language Processing
International Institute of Information Technology
06.2022 - 06.2023
- Conducted research on M3C NLP models to help design a question-answering system, resulting in improved model accuracy and efficiency
- Analyzed and pre-processed semi-structured textbook data, transforming it from JSON to CSV format using pandas to ensure efficiency for analysis
- Implemented initial text extraction using the cdQA system, but after identifying performance constraints, transitioned to a BERT model pre-trained on the SQuAD dataset for superior contextual text retrieval
- Fine-tuned a custom BERT model using PyTorch and the Transformers library(hugging face), optimizing it for the task of answering multiple-choice questions (MCQs) with high accuracy
- Monitored key performance metrics during model evaluation, providing actionable insights to guide the fine-tuning of hyperparameters
Education
Master of Science - Computer Science
New Jersey Institute of Technology
Newark, NJ 05.2001 -
Bachelor of Science - Computer Science And Engineering
Vardhaman College of Engineering
Hyderabad, India 05.2001 -
Skills
Languages: Python, R, Java, C, JavaScript(Nodejs, React, AngularJS)
Databases: MySQL, Oracle, MongoDB
Developer Tools: Google Cloud, Tableau, Power BI, JIRA, Linux, VS code, Git
Frameworks: PyTorch, Flask, Django, Agile, TensorFlow, Hadoop, Spark, Apache Hive
Timeline
Research Intern - Natural Language Processing
International Institute of Information Technology
06.2022 - 06.2023
Master of Science - Computer Science
New Jersey Institute of Technology
05.2001 -
Bachelor of Science - Computer Science And Engineering
Vardhaman College of Engineering
05.2001 -
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