Shresth Mishra
Machine Learning Engineer at Zuma | The AI-powered assistant for your full resident lifecycle. 🏠
- Role
- Machine Learning Engineer at Zuma
- Location
- Lucknow, UP, IN
- LinkedIn followers
- 500 followers
About Shresth Mishra
I am an aspiring data science and artificial intelligence enthusiast who enjoys solving…
Experience
Machine Learning Engineer
May 2024 — Present · Bengaluru, IN
Architected enterprise-grade hybrid RAG pipeline using GPT-4o & LangChain, improving accuracy from 70% to 95%Implemented AI Agent Tools categorization system routing 80% of queries to specialized tools (pets, parking, utilities, promotions), enhancing chatbot performanceEngineered vector database solutions with rich metadata tagging in Pinecone, boosting query relevance by 15% and reducing hallucinations by 20%Built production microservices architecture with complete CI/CD pipeline using GitHub Actions, Docker, and AWS EC2/ECR deployment
Education
Heritage Institute of Technology, Kolkata
Bachelor of Technology - BTech, Computer Science
2018 — 2022
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