Principal AI Engineer & Solution Architect
Sharing open-source projects, blogs & knowledge on building end-to-end AI products — from idea to deployment. Passionate about speech, OCR, LLMs & scalable systems.
View My WorkI am a Principal AI Engineer who specializes in designing and delivering high-impact AI systems that solve real business problems at scale. My work spans speech intelligence, LLM-driven automation, RAG pipelines, and document processing—combining deep technical knowledge with a strong focus on reliability, performance, and real-world value.
Over the years, I have architected and shipped multiple production AI platforms including real-time voice agents, multilingual transcription and QA systems, and multi-tenant document intelligence suites for enterprise customers. I enjoy taking complex, research-grade ideas and turning them into clean, maintainable, and high-performance products that teams can trust.
My core strengths include building modular and scalable microservice architectures, optimizing GPU workloads, fine-tuning LLMs, and creating robust observability layers. Beyond engineering, I mentor teams, establish engineering standards, and collaborate closely with business leaders to ensure AI solutions align with KPIs and operational 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 →Interested in collaborating on AI projects or discussing the latest developments in machine learning? I'd love to hear from you.
