Dishant Digdarshi

AI Engineer | MLOps & Scalable AI Systems | Computer Vision & NLP | RAG Pipelines & Multi-Agent Workflows | LoRA/QLoRA Fine-Tuning & Model Optimization

Role: Artificial Intelligence Engineer at Niov Labs
Location: Dallas, TX, US
LinkedIn followers: 500 followers

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About Dishant Digdarshi

I’m a Research Engineer at NIOV Labs and a recent MS CS graduate from UT Dallas. I design…

Experience

Artificial Intelligence Engineer
Niov Labs
Sep 2025 — Present · Dallas, TX, US
Designing and building core components of NIOV Labs’ next-generation AI collaboration stack, Otzar.My work spans RAG pipelines, vector database integrations, agent orchestration, and role-based access control systems.Currently working on voice-based AI systems focused on secure, local-first reasoning and human-AI collaboration.

Contact information

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Current company

Niov Labs

Technology; Information and Internet · 5 employees · Founded 2025

NIOV Labs is a long-horizon infrastructure company building the missing layer beneath intelligent systems. The last era of the internet learned how to move information. It never learned how to hold value, preserve memory, or govern intelligence as it scaled. As a result, data became extractive, context disappeared, and value leaked upward quietly eroding trust, accountability, and human leverage. When AI arrived, it didn’t fix the foundation. It accelerated the flaw. NIOV Labs exists to correct that structural mistake. We design infrastructure that allows intelligence human, organizational, and machine to persist, compound, and remain governable over time. Not intelligence that dazzles in demos, but intelligence that carries state, remembers decisions, and executes responsibly across real systems. Our work focuses on three primitives most systems fake: Memory that compounds instead of bloats Governance that is structural, not retrofitted Execution that persists instead of resetting This architecture enables what we call the New Internet of Value, a substrate where access replaces extraction, memory is treated as capital, and intelligence can scale without erasing people or values. Our infrastructure is applied through Otzar, an autonomous enterprise platform where Domain General Intelligence operates inside real organizations augmenting employees with role-scoped digital twins, preserving continuity, and unlocking compounding productivity without human burnout. NIOV Labs’ systems are protected by patented architectures for decentralized memory, contextual orchestration, and auditable execution. We also operate an aligned investment fund to accelerate ecosystem adoption and prevent fragmentation of the layer. We are not an AI company. We are building the layer of intelligence needed to grow up. Some will resist this. Others will recognize it immediately. The future doesn’t ask for consensus; it compounds around architecture.

niovlabs.com

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About Dishant Digdarshi

Experience

Artificial Intelligence Engineer

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