Ramakant Chhangani
Specialist Programmer L1 @Infosys
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WORK HISTORY
Specialist Programmer L1 @Infosys
Pune, IN
Deployed a large language model (by choosing an appropriate image) in a container using Docker.• Implemented a service to create a backup of a schema using Typescript, Node.js, Sequelize, PgAdmin,Postgresql and SQLite.• Wrote Unit Test Cases to increase code coverage using Typescript and Node.js• Designing and creating a hierarchical graph API to reduce time in searching for relatable documents for a piece of text asked as a question from scratch.• Designing and developing a desktop application from scratch to take a query as input and search in number of documents to get an answer.• Designed and developed a version update feature using SQlite and Python.• Manage and review Specialist Programmer Interns • Reduced the latency by 80% by using chroma db efficiently and making a proper choice of LLM model. Quantizing the embedding model helped reducing the processing time for a document for the product. Implemented Semantic chunking to better chunk related texts together.• Added new features into the product.
EDUCATION
Shri Ramdeobaba College of Engineering and Management
Student
ABOUT RAMAKANT CHHANGANI
A Gen AI enthusiast working on RAG and large language models to create robust applications
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