Real AI Systems.
Measurable ROI.
Not demos. Not proof-of-concepts. Every project below is deployed and operating at scale — with real metrics, real clients, and measurable business impact.
QUEST — 10-Agent Psychology Profiling System
A production-grade 10-agent, 3-phase system that profiles users through adaptive questioning, synthesises responses across agents, and generates structured psychological insight reports — entirely autonomously.
Hybrid RAG with Triplet-Loss Fine-Tuned Embeddings
Dense + sparse hybrid retrieval system with custom triplet-loss fine-tuned embedding models, deployed as an async backend service. 25% improvement in retrieval accuracy over baseline.
JEE Math Problem Solver Agent
Solver-verifier-explainer pipeline that breaks down competitive exam math problems step by step. Three-agent loop: solve, verify independently, then generate a student-facing explanation.
Local Lens — On-Device Semantic Desktop Search
Privacy-first desktop search using a locally-run vision language model to index and semantically search screenshots, documents, and screen content — entirely offline. Zero cloud exposure.
Real-Time Multimodal AI Agent
Live multimodal agent using WebSocket streams and Gemini Live API for real-time audio + visual input processing. Built for low-latency interactive AI interactions with sub-second response.
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CA Firm Back-Office AI — Tally Integration
Reads financial documents, categorises transactions, reconciles ledgers, and exports Tally-ready XML. Saves 10+ billable hours per week for Indian CA firms. DPDP2 compliant.
LLM Integration with ERP Systems — Research Paper
Research paper on integrating large language models with enterprise ERP systems for automated business intelligence and decision support. Won first place at GGSIPU New Delhi college research conference.
Our Production AI Stack
Battle-tested technologies we deploy across every client engagement.
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