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Julian Benny

@julianbenny

Data Scientist at Aptara Corp

New Delhi

Aptara CorpGautam Buddha University

Dynamic and innovative software professional with 3 years of experience, specializing in data science and NLP. Demonstrated expertise in developing scalable machine learning models and NLP solutions. Demonstrated excellence in team-oriented environments and advancing technology for efficiency, innovation, and business growth. Seeking to leverage my background to contribute to cutting-edge projects as a Data Scientist, NLP Engineer, or ML Engineer.

Experience

Data Scientist

Aptara Corp

•Mar 2023 - Present•Noida

Grammar Correction Tool for Books and Journals: Instrumental in the development of a data pipeline for extracting raw textual data from .docx and .xml files. Leveraged Transformer-based models to elevate text classification and grammar precision, with corrections presented as track changes for seamless review and editing, greatly enhancing copy editing efficiency. Alt Text Generator: Led the collaborative effort to develop an end-to-end alt text generator for docx manuscripts, significantly advancing content accessibility. Adaptation and fine-tuning open-source LLMs for optimized generation of descriptive alt texts. Correcting Raw Author Biographies: Collaborated in automating the correction process for sequences of events in author biographies. Contributed to fine-tuning pre-trained Transformer models, significantly improving the editing and polishing of raw biographies.

Software Development Engineer in Test

Nagarro

•Mar 2021 - Feb 2023•Gurgaon

Spearheaded the web automation module for a major project, utilizing Selenium, BDD methodologies, and Java, resulting in enhanced testing efficiency and reliability. Implemented API automation with Python and REST, reducing manual effort and increasing coverage. Central to the migration of the testing suite to a BDD framework with Python, improving maintainability and agility.

Education

Gautam Buddha University

Integrated M.Tech

Artificial Intelligence and Robotics

Aug 2016 - Jun 2021

Father Agnel School

Senior Secondary (XII)

Mar 2015 - Mar 2016

Skills

Python
Java
C++
SQL
TensorFlow
PyTorch
Scikit-learn
NLTK
SpaCy
Transformers
Pandas
NumPy
Matplotlib
MySQL
BigQuery
Firebase Realtime Database