Shubham Naik
- Role
- Machine Learning Engineer at Accenture
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Shubham Naik
Machine Learning Engineer with over 4.5 years of experience specializing in developing…
Experience
Machine Learning Engineer
Sep 2023 — Present · Bengaluru, IN
Developed a procedure to transform the existing content of an enterprise-level website into an indexed vector database, creating a knowledge base for a RAG-enabled chatbot which served as a quick search tool and cut down search time for users by 15%, significantly boosting user retention. Designed and implemented a content approval system for a pharmaceutical client, enabling regulatory and legal approvers to evaluate and approve campaign content being published on the website. Reducing approval time per page from 4 hours to 2.5 hours which was directly responsible for the decrease in go-live time and marketing campaigns. Built a risk assessment model for predicting at-risk deliverables increasing timebound objective delivery by 25%, especially in remote working projects. Collaborated with over 12 projects to create standardized runbooks for the induction of generative AI tools, significantly enhancing work efficiency while ensuring data integrity and compliance. Deployed generative AI POCs in working with large language models such as Llama-2/3, Mistral andGPT-3.5/4 augmenting with Vector Database with frameworks like LangChain and StreamLit
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