Om Umrania

AI Engineer → MBA '26

Open to Founders Office / Growth roles. Jun 2026

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I build AI systems that close the gap between data and decisions, shipped in healthcare, measured in impact.

OPEN JUN 2026

Research Award

Best Paper

GC4T 2025 →

Selected Work

BETA · VOICE-FIRST AI

Voice-First AI Sales Training App

Gemini 2.5 Flash + Sarvam AI (TTS+STT) voice pipeline for field sales training, privacy architecture, safety response layer, moving from BETA to production

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DATA · ONGOING

Marketplace Analytics System

19-month analytics system ownership, consumer database tracking, campaign ROI visibility, CEO-level weekly dashboards

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HEALTH TECH · IMPACT

WhatsApp Anemia Care Programme

WhatsApp-delivered 12-week care programme for a health NGO, end-to-end journey design, bot delivery, analytics, and partner reporting

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GOV PARTNERSHIP · AI

National Digital Health Strategy

5-state vector-borne disease programme, digital dissemination architecture and WhatsApp delivery infrastructure at public health scale

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RESEARCH · BEST PAPER

GNN + GAT Knowledge Representation

MetaGAT model, 86.4% accuracy, Best Paper Award · GC4T 2025

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WRITING

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HEALTHCARE AI

When the First Doctor is a Chatbot

Reflections on deploying AI health tools at scale, where tech meets trust, bias, and broken systems.

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PRODUCT · AI

Visual Prompt Dashboard

Building a visual interface for AI prompts, making powerful language models accessible to everyday teams.

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PKM · KNOWLEDGE

My Digital Second Brain

A living archive of ideas, projects, systems, and experiments, interlinked like an Obsidian vault.

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Research

GRAPH INTELLIGENCE

Pattern Learning

Teaching computers to find hidden connections in complex data, like how diseases spread or how ideas relate to each other.

Best PaperGC4T 2025

PUBLIC HEALTH SCALE

Healthcare AI

AI systems built to work in rural India, delivered through WhatsApp, without needing reliable internet or a hospital visit.

5 StatesNationwide Reach

QUANTUM COMPUTING

Quantum ML

Exploring how quantum computers can make AI dramatically faster, an emerging area at the frontier of computing research.

PublishedResearch Paper

KNOWLEDGE ARCHITECTURE

Second Brain Systems

Building tools that connect ideas, personal knowledge graphs, intelligent note-taking, and systems that surface what matters.

13+Published Notes