Building a Hands-On Semantic Search Engine
From scratch to search: A complete walkthrough of building a semantic document search engine with embeddings, FAISS, and transformers...
Read More →Principal AI Engineer & Solution Architect
I build end-to-end AI products, from first prototype to production. I'm deep into speech AI, OCR, and LLMs, and I love sharing what I learn through open-source projects and blogs.
View My WorkI'm an AI Engineer focused on building systems that actually work in the real world. My background is in speech intelligence, LLM automation, and document processing. I don't just build models; I build the infrastructure that makes them reliable and fast.
I've spent the last few years architecting AI platforms for enterprise clients, from real-time voice agents to massive document intelligence suites. I like taking messy, complex ideas and turning them into clean, production-ready code that teams can actually trust.
When I'm not coding, I'm usually mentoring teams or figuring out how to make GPU workloads more efficient. I'm big on modular design, observability, and building solutions that align with real business goals.
AI-powered semantic document search platform using transformer embeddings and FAISS. Goes beyond keywords to understand meaning and context in your documents.
Enterprise multi-tenant SaaS platform for automated insurance loss run processing. Combines OCR and domain-specific LLMs to extract structured data from unstructured documents.
Production-ready recommendation engine using TF-IDF, SVD, and content-based filtering. Scales from 10K to 930K+ movies with intelligent quality filtering and Django deployment.
From scratch to search: A complete walkthrough of building a semantic document search engine with embeddings, FAISS, and transformers...
Read More →Deep dive into architectural decisions, technical challenges, and lessons learned from building an enterprise AI document processing platform...
Read More →Deep dive into building a production-ready recommendation system using TF-IDF, SVD, and content-based filtering. Scale from 10K to 1M+ movies...
Read More →Have a cool project in mind or just want to chat about the latest in AI? I'm always up for a good conversation. Drop me a line!