0xRutts

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Welcome to Rutts' interactive workspace.

About

I'm Ruttansh (Rutts) Bhatelia. 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.

Scroll to continue exploring the showcase

$ about

Get the quick story and focus areas.

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

See the grouped stack and tooling.

Programming Languages

Python badgeJavaScript badgeTypeScript badgeSolidity badgeRust badgeC# badgeR badge

AI, Data & ML Stack

PyTorch badgeTensorFlow badgeHugging Face badgeTransformers badgeUnsloth badgevLLM badgeDeepSpeed badgePandas badgeNumPy badgeTableau badgePower BI badge

Full Stack

HTML5 badgeCSS3 badgeReact badgeNext.js badgeNode.js badgeExpress badgeFastAPI badgeDjango badgeFlask badgePostgreSQL badgeMongoDB badgeMySQL badgeSQLite badgeMilvus badgeFlutter badge

Infra, DevOps & Tooling

AWS badgeGoogle Cloud badgeAzure badgeDocker badgeGit badgeVercel badgeNetlify badgeHeroku badgeFirebase badgeCloudflare badgeLinux badgeNginx badgePostman badge

$ experience

Chronological roles and highlights.

AI Engineer & ML Researcher

Apr 2025 – Present

CredShields

Part-time · Remote (Singapore / Oakville)

  • 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.

Machine Learning Researcher

Jan 2025 – Apr 2025

TELUS

Part-time · Oakville

  • Architected a generative-AI indoor localization system with research partners.
  • Synthesized RSSI data with VAEs to auto-generate virtual fingerprints.
  • Validated nearest-neighbor regression on 2D layouts for precise positioning.

Full Stack Developer, Cross Platform

Sep 2024 – Dec 2024

McMaster University

Part-time · Ontario

  • Ported a web experience into a Flutter-powered iOS/Android build.
  • Enhanced UX, enforced GDPR/HIPAA compliance, and integrated Strapi + SQL.
  • Iterated via Figma, REST APIs, and Git-based review cycles.

Machine Learning Researcher

May 2024 – Aug 2024

Osteoporosis Canada & Naryant

Co-op · Ontario

  • Collaborated on ML research and imminent fracture risk prediction.
  • Engineered features, trained ensembles, and raised accuracy 30–40%.
  • Documented outcomes for stakeholders and knowledge sharing.

Full Stack Developer

Dec 2023 – May 2024

Freelance

Part-time · Remote

  • Delivered full-stack web applications for diverse clients.
  • Built responsive frontends and scalable backends using modern frameworks.
  • Managed end-to-end development lifecycle from design to deployment.

$ projects

Selected builds with stack and links.

The terminal-first portfolio highlights recent builds and research. Dive in to explore SentinelCopilot, ForgeTrace, AtlasOps, and other active investigations.

Each story section cues a command that streams the project output into the interactive shell for you to replay or extend.

$ contact

Reach out via email or socials.

Email: rutts291@gmail.com

LinkedIn: linkedin.com/in/ruttansh-bhatelia

GitHub: github.com/rutts29

X: x.com/0xRutts

Location: Toronto, Ontario · Open to relocate

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