The Practitioners & Architects Behind the Mission
Active software developers, research engineers, and legal compliance advisors guiding DBERT's venture incubation, sovereign AI architecture, and engineering fellowship ladders.
Abhinav Sharma
Founder, CTO & Principal AI Architect
Abhinav directs engineering sprints at DBERT Labs and oversees system architecture across our incubated startups. He focuses on production RAG systems, multi-agent frameworks, model quantization, and reproducible MLOps pipelines. Under his technical leadership, DBERT has open-sourced research benchmarks and deployed enterprise solutions for real-world operations.
Specialized Domain Mentors
Fellows and incubated startups work directly under senior domain leads who supervise code quality, PR reviews, and architectural milestones.
Agent Architecture & RAG
Directs multi-agent workflows, tool routing, fast vector embeddings, and LangChain/LlamaIndex production implementations.
Modern Web & Distributed Systems
Guides Next.js 16 App Router systems, reactive UIs, PostgreSQL schemas, state machines, and high-concurrency API gates.
Data Pipelines & Conformal ML
Supervises calibration layers, feature engineering, walk-forward validation gates, and compliance monitoring across financial models.
Active Practitioner Mentor Network
DBERT maintains a selective network of practicing engineers, cloud architects, and legal compliance advisors who lead code reviews for our Applied AI Fellows and incubated founders. Rather than theoretical lectures, candidates learn by shipping pull requests on real repositories.
Mentors conduct weekly live PR reviews, system design mock sessions, and latency audits. You can also inspect the active roster of research contributors working on projects like Alkame.