Vinodhini Sarath Kumar

Project 1:

• Developed a thin Natural Language Generation Library with low maintenance cost. DigitalCore NLG is a python based NLG library that transforms financial structured data into natural language developed on top of open source Natural Language Process python Libraries such as simplenlg, ballpark, LSTM and RNN.
• NLG Store, provide ability to persist the NLG commentary and support audit History. This will be needed in Use cases where users own the commentary Lifecycle in their environment.
• It will be direct connection to Oracle DB without going via complexity of REST and also will be riven by JSON Data and not depend on mode of Operation (Bigdata or NonBigData.

Project 2:

• Been apart of team who developed ACE Digital provides a Power user a self-service Digital Analytics and automatic platform which supports controlled definition and execution of all types of Analytics and Data Transformation Modules. use cases include Risk, Finance, ML Models and any data/calculation intensive efforts.
• Automation workflow that allows python code to be run automatically (Scheduled) and controlled(central place to execute multiple/parallel jobs, view jobs, view logs. etc.
• Scripts/Apps Scale Automatically. we can use parallel Processing for Big Data jobs.
• Module will be pushed to BitBucket (code repository).
• Creating LightSpeed CICD pipeline for all the modules.
• Writing Unittestcases for each modules and complete SonarQube.

• Spearheaded image and video recognition projects using AWS, GCP, and advanced clustering algorithms
• Developed Flask API backends integrated with MongoDB to optimize UI functionality and data management
• Pioneered machine learning solutions for Auto Analysis and Prediction modules, utilizing neural networks and PowerBI for enhanced data visualization

• Engineered machine learning algorithms to process over 3.5 million unstructured documents
• Integrated NLP and OCR technologies for automated contract analysis, improving processing speed and accuracy
• Played a key role in R&D initiatives to enhance D'Reap cognitive automation engine with advanced NLP frameworks

• Developed PHP-based web applications for monitoring civil and procurement systems in collaboration with the National Health Department
• Enhanced database efficiency and streamlined operations using PL/SQL programming

• Contributed to PHP/CodeIgniter projects, improving survey-based market analysis tools for efficient customer feedback collection

• Implemented PHP/SQL solutions to streamline petition management processes for Tamil Nadu Public Services employees