Sanidhya Mangal
Data Scientist 2
Nashville-Davidson, Tennessee, United States
Summary
👤
Senior🎓
Top SchoolSanidhya Mangal is a data scientist with nine years of industry experience and a Vanderbilt M.S. in Computer Science (3.94 GPA) specializing in data science, NLP, deep learning, and network analysis. He has applied ML across healthcare, telecom, and tech support—delivering production systems, leading teams, and improving business outcomes such as a 6% uplift in upsell conversions and a 30% reduction in model inference time. Comfortable across the ML lifecycle, he’s built end-to-end pipelines, deployed models on AWS and Docker, and contributed to MLOps-focused open-source projects like DVC, improving stability and storage integrations. His research work involved CNN toolkits for genome filtering and robust text-classification with adversarial RoBERTa-BERT, reflecting a blend of applied research and product delivery. Based in Nashville, he combines strong stakeholder collaboration with a practical knack for translating business processes into measurable analytics solutions. An inquisitive tinkerer at the intersection of computer vision and generative modeling, he enjoys turning unconventional ideas into production-ready features.
9 years of coding experience
5 years of employment as a software developer
High School, High School, High School, High School at Choithram School North CampusMaster's degree, Computer Science, 3.94, Master's degree, Computer Science, 3.94 at Vanderbilt UniversityBachelor of Technology, Computer Science, Bachelor of Technology, Computer Science at Medicaps University
Github Skills (20)
javascript10
python10
data-versioning10
version-control10
versioning10
developer-tools10
react10
data-science9
css9
configuration-management9
html9
documentation8
markdown-it8
repr8
machine-learning8
Programming languages (8)
Github contributions (5)
iterative/dvc.org
May 2019 - Jul 2019
📖 DVC website and documentation
Role in this project:
Full-stack Developer
Full-stack DeveloperContributions:46 commits, 2 PRs, 49 comments in 2 months
Contributions summary:Sanidhya primarily focused on enhancing the DVC website and documentation. They added support for Aliyun OSS in multiple files, indicating work on storage integration. Further contributions involved merging branches, resolving conflicts, and updating existing documentation files like `src/Documentation/Markdown/lang/dvc.js`, `src/Documentation/Markdown/lang/usage.js`, and `src/DownloadButton/index.js`, likely improving content structure, code examples, and download functionality. The user also updated UI components.
reactalgolia-searchdocumentation-toolpagesalgolia
iterative/dvc
Jun 2019 - Jun 2019
🦉 Data Versioning and ML Experiments
Role in this project:Back-end Developer
Back-end DeveloperContributions:13 commits, 2 PRs, 4 comments in 3 days
Contributions summary:Sanidhya primarily contributed to the codebase by fixing merge conflicts, patching code, and refactoring data synchronization commands. They also made updates to improve the project's internal configuration files and added formatting to make the data sync function more readable. Their contributions suggest a focus on improving the stability, maintainability, and usability of the core functionality.
data-version-controlml-modelspythonversion-controldata-science
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