Wassup people , I build AI systems that feel effortless voice-first interfaces, retrieval-augmented generation, and real-time data platforms. I care about answers that are grounded in evidence, interfaces that respond in any language you speak, and code that ships.Also i like building miro saas tools and meaningful and sometimes boring apps which are not really boring but you may think they are, hahahah thanks
🎮 The banner shader is alive — play with the interactive version (the liquid follows your cursor).
A production-grade, voice-first RAG system: ask a question by voice or text in Hindi, Tamil, Bengali or English — get a grounded answer in the language you choose, with sources and confidence scoring.
- 🔀 Hybrid retrieval — dense multilingual embeddings + BM25, fused with Reciprocal Rank Fusion
- 🛡️ Anti-hallucination guardrails — groundedness validation and honest general-knowledge fallback labeling
- 🌐 Full multilingual loop — Unicode-script language detection, per-language response selection, ~500ms answers