0xRutts

Agentic Engineer · ML Researcher

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Welcome to Rutts' interactive workspace.

About

I'm Ruttansh (Rutts). I build production-ready AI/ML tooling that mixes rigorous research with practical engineering across security, code intelligence, and automation.

My work covers vulnerability-aware copilots, RAG-enhanced workflows, and inference/training pipelines that prioritize reliability and observability.

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$ about

I build production-ready AI/ML tooling that bridges rigorous research with practical engineering across security, code intelligence, and automation.

Current work centers on vulnerability-aware copilots, RAG-enhanced workflows, and inference/training pipelines that prioritize reliability and observability.

I hold an Honours BSc in Computer Science (Data Analytics) and stay embedded with applied research partners.

$ skills

Programming Languages

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AI, Data & ML Stack

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Full Stack

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Infra, DevOps & Tooling

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$ experience

AI Engineer & ML Researcher

CredShields|Apr 2025 – Present|Part-time · Remote (Singapore)
  • Led LLM-assisted pipelines that spot smart contract vulnerabilities.
  • Built RAG workflows and knowledge bases to make copilots actionable.
  • Fine-tuned PyTorch/Hugging Face models for few-shot vulnerability questions.

$ projects

Loan Referral Automation

Automated a 40–50 minute manual loan-deal workflow down to under a minute. AI assists referral partners through deal submission while the broker manages the full pipeline with real-time status tracking.

TypeScriptNext.jsDocker
Loan Referral Automation landing page

Decentralized social media platform built on Solana with AI-powered content discovery, creator monetization, and privacy tipping.

TypeScriptRustPythonSolanaPostgreSQL
Keyed landing page
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© 2025 0xRutts