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Naveen BadigerNB
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Naveen Badiger

@naveenbadiger

AI/ML engineer building production-ready LLM, RAG, and cryptographic privacy systems.

India
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What I'm looking for

I’m looking to build and scale production LLM/RAG systems with strong MLOps and observability—shipping from research to deployment while treating security, provenance, and measurable reliability as non-negotiables.

I’m an AI/ML engineer focused on LLM systems, RAG architectures, and production AI infrastructure—where reliability, security, and measurable results matter. I’ve spent 3+ years shipping production infrastructure and now channel that experience into end-to-end deployment of LLM applications.

In open source, I build agentic and cryptographic tooling that’s designed to run in real environments. I created an AI-Powered Diagnostic Agent that uses grounded retrieval over Kubernetes logs and cut MTTR by 60%, and I shipped QUANTUM-PULSE to PyPI—a compress-then-encrypt cryptographic LLM data vault with CI validated coverage and automated integration tests.

Professionally, I’ve managed AWS infrastructure supporting 100+ API services with 99.9% uptime, and I built CI/CD pipelines that reduced deployment time by 45%. Today, I’m also building novus.forge and working on zero-knowledge privacy systems and enterprise RAG with auditable provenance—so teams can move faster without sacrificing trust.

Experience

Work history, roles, and key accomplishments

ZL

Associate Engineer - Cloud DevOps

ZKTeco Biometrics Pvt Ltd

Oct 2022 - Oct 2025 (3 years)

Managed production AWS infrastructure supporting 100+ API services with 99.9% uptime, establishing foundations for ML-ready cloud architectures. Designed CI/CD pipelines that reduced deployment time by 45% and built CloudWatch-based monitoring plus Python automation for infrastructure and API integrations.

Education

Degrees, certifications, and relevant coursework

KT

KLS Vishwanath Rao Deshpande Institute of Technology

Bachelor of Engineering, Electronics & Communication

2019 - 2022

Grade: 7.67/10

Earned a Bachelor of Engineering in Electronics & Communication from KLS Vishwanath Rao Deshpande Institute of Technology (2019–2022), achieving a CGPA of 7.67/10.

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