Kunal Sapkal
Machine Learning Engineer @Exponentia.AI | Databricks Certified Generative AI Engineer | NLP | Generative AI | RAG | Agentic AI
- Role
- Machine Learning Engineer at Exponentia.ai
- Location
- Satara, MH, IN
- LinkedIn followers
- 500 followers
About Kunal Sapkal
Machine Learning Engineer specializing in Retrieval-Augmented Generation (RAG)…
Experience
Machine Learning Engineer
Mar 2025 — Present · Mumbai, IN
Developed an end-to-end Retrieval-Augmented Generation (RAG) application toprocess machine manual documents stored on Azure Blob Storage. Created a modular access control system as part of the AIxponent 2.0 platform toregulate agent-specific access for different roles. Worked with vector stores like FAISS and document databases likeMongoDB/Firebase to manage unstructured data and embeddings. Engineered an end-to-end document upload processing pipeline with minimal dataloss and optimized latency with support of PDFs, Excels, audios and Office files. Developed an end-to-end document generator supporting doc processing pipeline which included segregation of data based on content for different business usecases. Tata Motors : Worked on improving the audio analysis pipeline, end-to-end development, and deployment. Designed the modular architecture for the audio analysis pipeline to improve the complaint management system.
Education
Dr. Babasaheb Ambedkar Technological University (DBATU)
Bachelor of Technology - BTech, Computer Science and Engineering
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