Sajid Mashroor
Sr. Data Scientist - III at Codvi.ai | University of Limerick
- Role
- Sr Data Scientist - Iii at Codvo.ai
- Location
- Malda, WB, IN
- LinkedIn followers
- 500 followers
About Sajid Mashroor
Machine Learning Engineer with over 6 years of experience specializing in NLP and Deep…
Experience
Sr Data Scientist - Iii
Mar 2024 — Present · West Bengal, IN
Led the Data Science initiative in developing the NEIO platform, heading a 3-member team to create a hybrid RAG architecture.• Engineered a versatile RAG system with multiple functionalities including document generation from templates and input sources, Q&A from documents, dashboard analysis, and automated alerts, leveraging Azure blob storage, Langchain, LlamaIndex, pgvector, Chroma DB, and Graph RAG technologies.• Architected and implemented a conversational workflow for a human-drone interface using the RASA framework, developing a custom NER model for flight terminology that improved communication accuracy and efficiency in drone operations.• Designed and deployed a robust technology stack for the drone interface system, utilizing PostgreSQL for data management, Docker for containerization, and Azure DevOps for CI/CD, ensuring scalability and ease of maintenance.• Integrated advanced NLP techniques (Graph RAG) and vector databases (pg-vector, Chroma DB) into the RAG system, significantly improving information retrieval accuracy and response time for complex queries across various document types.
Education
Manipal Institute of Technology
Bachelor's degree
2012 — 2016
St. Pauls Higher Secondary School
High School Science
2008 — 2012
University of Limerick
Master of Science - MS
2021 — 2022
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