Advaya Intalytics
Boutique Data & Analytics Consulting Firm
CURRENT BUILDS
What we're building right now
Live projects, not closed case studies — useful if you want to see how we approach AI and product architecture in practice.
Happy to walk through any of it on a call.
WisdomOS
AI-powered wisdom and reflection platform
Description
WisdomOS is an AI guidance experiment grounded in the Bhagavad Gita and Hindu scripture — reflection on everyday stress, grief, relationship conflict, career indecision, and moral dilemmas, through the voice of Krishna's counsel to Arjuna. A complement to professional support, not a replacement for it.
Architecture Problem
Early versions defaulted to the same teaching in the same four-step shape, regardless of topic. Solved through prompt design rather than a different model — varied examples, an explicit range of teachings to draw from — and verified across a structured test matrix of ages, genders, and languages.
Skills
Prompt engineering, Conversational AI design,
Persona consistency testing
Retrieval layer over curated Gita/Upanishad/Purana sources (responses currently draw on the model's training knowledge only) · Tiered model for the safety-classification step
Roadmap, not built yet
Stage - Prototype — no production hosting yet
Letstock
Market Intelligence & Decision-Support Platform
Description
Analyzes market structure, participation, conviction, and risk conditions to help swing traders and active investors judge whether current conditions support taking a position — not stock tips, not price predictions.
Architecture Problem
Turning high-volume daily market data into consistent, explainable decision-support signals at scale — without sliding into the prediction-engine framing the product deliberately avoids.
Skills
Data engineering, analytics architecture, cloud platforms (GCP)
Current Stack
Python & pandas · GCP Cloud Run · Automated ETL pipelines · Wix Velo dashboards
Roadmap, not built yet
LLM-based market interpretation · RAG-based historical pattern comparison
Stage - Active Development