I build intelligent systems that actually work in production. Specializing in agentic AI architectures, retrieval-augmented generation, and making large language models play nice with enterprise infrastructure. Currently orchestrating chaos at scale and occasionally writing about it.
Top Projects
Agentic AI Incident Resolution System
AI-driven automation platform orchestrating incident resolution workflows using watsonx.ai, vector databases, and enterprise tools.
Enterprise Document Intelligence Pipeline
Box AI and watsonx.ai integration for intelligent document processing with automated workflows and generating intelligent insights.
Recent Blogs
Work Experience
Staff Software Engineer
IBM
Jun 2025 - Present
- Architecting agentic AI systems with watsonx Orchestrate, watsonx.ai, and vector databases (Milvus/FAISS)
- Implementing hybrid RAG strategies with HyDE encoding and BM25 fallback
- Building Box AI document intelligence pipelines with custom SDK architecture
- Automating compliance workflows for WebSphere, DB2, and MQ across multiple platforms
Associate Software Engineer
IBM
Jul 2023 - Jun 2025
- Built RAG chatbots using LangChain, vector databases, and conversation memory
- Developed ML models for workload analysis and anomaly detection using scikit-learn
- Architected infrastructure automation with Instana, ServiceNow, and Ansible
- Built full-stack applications with React, Next.js, FastAPI, and databases
Connect
Feel free to contact me at prateekbose20011@gmail.com