I build production-ready AI systems using RAG, LLMs, NLP, agents and automation — from prototype to tested, containerized, deployable software.
pipeline = [
"ingest",
"retrieve",
"reason",
"ship"
]SELECTED WORK
Selected systems with a focus on architecture, reliability, evaluation and deployment — not just model demos.
Production-oriented RAG application that turns company PDFs into source-grounded answers with page-level traceability.
Unified NLP workspace for sentiment, emotion, NER and zero-shot classification, extended with LLM and document Q&A workflows.
Turns meeting audio into transcripts, summaries, decisions, action items and exportable reports using speech recognition and LLMs.
Natural-language email workflow using n8n, AI agents/providers and Gmail tooling to generate and send structured messages.
AI-assisted Python → Modern C++20 migration pipeline with compilation, execution, benchmarking, evaluation and reporting — treating generated code as software that must be validated.
Multi-agent workflow that researches a topic, gathers sources and produces structured LinkedIn content with specialized agents.
WHAT I CAN BUILD
From a focused prototype to a deployable internal tool, I work across the full application layer.
Chat with internal PDFs, SOPs, policies and knowledge bases with grounded retrieval and citations.
Automate repetitive business tasks with n8n, agents, APIs, email and structured data workflows.
Build practical text intelligence for classification, sentiment, emotion, entities and document understanding.
Containerize, test and deploy AI applications with clean modular architecture and cloud workflows.
ENGINEERING STACK
ENGINEERING PRINCIPLES
ABOUT THE BUILDER
I build AI applications that connect models to useful software — not just notebooks. My work spans classical ML, NLP, LLM applications, RAG pipelines, agentic workflows and deployment.
I care about the layer between an idea and a reliable product: clear interfaces, modular components, tests, secrets management, containerization and repeatable delivery.
LET'S BUILD
Tell me what you are trying to automate, search, summarize or build. I can help turn the idea into a working AI system.