Likitha Ratna
AI / ML Engineer | Software Developer
- Role
- Software Trainee at Quadrant Technologies
- Location
- Redmond, WA, US
- LinkedIn followers
- 500 followers
Experience
Software Trainee
Jun 2025 — Present · Redmond, WA, US
Designing and maintaining scalable data pipelines using Azure Data Factory, moving data through bronze, silver, and gold layers for reporting and analytics- Managing unstructured and NoSQL datasets with Azure Blob and Table Storage; implemented secure sharing using SAS and RBAC for internal collaboration- Contributing to an AI-powered document assistant using OpenAI embeddings and vector databases (RAG) for semantic search; preprocessing data via chunking and spaCy-based parsing- Developed a GAN-based photo restoration prototype and built a reinforcement learning environment to simulate game dynamics for decision-making models- Writing advanced SQL queries in SSMS using the \'AdventureWorks\' dataset and assisting with CI/CD integration for data/ML pipelines using Git and Azure DevOps.
Education
University of North Texas
Master's degree, Computer Science
Devineni Venkata Ramana & Dr. Hima Sekhar MIC College of Technology
B.Tech, CSE
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