Maanvitha Gongalla Email & Phone Number

San Francisco, California, Us

New Verticals Catalog

New York, Ny, Us

• Tech Lead Manager of the data ingestion team responsible for migrating asset compliance pipelines from a third-party vendor to an in-house technology. The project required setting up new pipelines along with new infrastructure to support these pipelines and is estimated to save millions of dollars in company costs.• Responsible for onboarding new members to the team, coaching junior developers, and project prior- itization during planning sessions. Worked cross-functionally with product managers, business partners, and engineers to set the right expectations from our project and raise any blockers in a timely manner.• Proposed and executed a significant refactor of our architecture to resolve performance issues when joining heterogeneous data sources. Migrating from internally maintained optimizations to using a third party data virtualization tool resolved these performance issues and reduced the processing time by over 90%.

New York, Ny, Us

San Francisco , Ca, Us

• Designed and developed a new text analytics tool from scratch for associates and consultants of the firm to increase internal workflow efficiency.• Built and oversaw product management workflow of the product.• Built unsupervised & semi-supervised topic modeling, automatic topic labeling, and active learning models for the product.• Used AWS services (ECR, S3, EC2) for productionizing said models.• Collaborated with the UI/UX team to build a React WebApp for the product.• Designed and initialized Keystone's internal Machine Learning pipeline using this product to increase the firm-wide use of AI.

Bloomington, Indiana, Us

As a part of the team, working on new infrastructure to improve the current Natural Language Processing pipeline using Machine Learning tools and Algorithms, I am responsible for developing an open-source RESTful API for transforming output from various NLP pipelines to a uniform JSON object. This abstracts and normalizes output generated from multiple NLP pipelines and provides a standardized output to integrate with while keeping all the pipelines isolated from each other. Some of the wrapped NLP pipelines include SpaCy, Flair, NLTK, Polyglot, and Xrenner.The Python JSON-NLP package: https://pypi.org/project/pyjsonnlp/ The Python Flair JSON-NLP package: https://pypi.org/project/flairjsonnlp/

Gurgaon, In

• Contributed to the backend team of building an application to make developing/deploying mobile applications easier (both Android and iOS).• Used Python web application framework - Django for developing backend, Selenium tools for testing, Swagger Utils for APIs which aid software design.• Used AWS services like Boto3 and Amazon S3 buckets for data storage.

Master Of Science - Ms, Computer Science

Bachelor'S Degree, Computer Science