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armlynobinguar/README.md

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About Me

I'm an AI researcher and developer relations leader, working at the intersection of large language models, cloud infrastructure, and Web3 ecosystems. Previously Head DevRel at TARS AI and DevRel Virtuals Protocol / PathDAO, ML Engineer at Accenture, and Lead ML Engineer at Omdena in collaboration with UNICEF, ITU, and UNDP — I've spent years bridging cutting-edge AI research and the builders who bring it to life, from onboarding 5,000+ developers across Southeast Asia to co-authoring accepted research at international AI conferences.

I believe in building things that matter, explaining them clearly, and sharing them openly. Open to research collaborations in LLM interpretability, RAG architectures, and agentic systems.


What I Work On

 Developer Relations → Community building, technical content, conference talks LLM Research → RAG systems, retrieval evaluation, scientific QA Cloud ML → AWS & GCP deployments, data pipelines at scale Web3 x AI → Etherium, Polkadot, Base, Solidity, Rust, Solana, Avalanche, agentic frameworks Applied Security → Fraud detection, TensorFlow-based verification, encryption 

Tech Stack

Languages
Python JavaScript TypeScript Rust Java Go Solidity Bash SQL Dart

AI / ML
Python TensorFlow PyTorch scikit-learn LangChain OpenAI Anthropic Ollama LlamaIndex spaCy XGBoost Keras OpenCV

Research & ML Tools
HuggingFace FAISS Weights & Biases Jupyter Pandas NumPy Matplotlib Plotly MLflow DVC Ray Streamlit

Cloud & Infrastructure
AWS GCP Firebase Docker

DevOps & CI/CD
GitHub Actions Kubernetes Terraform

Data & Databases
PostgreSQL MongoDB Redis

Web3
Solana Ethereum Avalanche Polkadot

Frontend & Dev
React Next.js Django Flutter

GitHub Stats


Activity Graph

Speaking & Community

  • Speaker / presenter at 100+ conferences across AI & Web3 ecosystems (Local and International)
  • Facilitated Solidity Fundamentals workshops (CodeCamp PH)
  • Led SEA developer community growth — 5,000+ builders onboarded

Research

[1] Split-Brain RAG: Why Large Language Models Are Not Enough for Scientific Question Answering Armielyn Obinguar & Jodi Moselle Alcantara — Accepted at NIAI 2026 Explores hybrid retrieval-augmented generation architectures for scientific QA, introducing the Value Ratio metric for evaluating RAG pipeline fidelity.


"Build in public. Teach what you know. Keep going."

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  1. Reinforcement-Learning-101 Reinforcement-Learning-101 Public

    A structured, hands-on learning journey into Reinforcement Learning (RL). Whether you're a beginner or experienced in AI, this repository helps you master everything from Q-learning to Multi-Agent …

    Python 5

  2. codecamp-ph-solidity-fundamentals-2026 codecamp-ph-solidity-fundamentals-2026 Public

    Learn the fundamentals of Solidity, including how to set up your development environment and write your first smart contract.

    Solidity 32 64

  3. rust-basics-polkadot rust-basics-polkadot Public

    This repo contains essential resources, documentation, and example scripts to guide you through the basics of Rust, focusing on building in the Web3 ecosystem with Polkadot.

    Rust 16 49

  4. Data_Science_Bootcamp_Projects- Data_Science_Bootcamp_Projects- Public

    This repository contains the projects I completed throughout my Data Science bootcamp, which was financed by DataCamp and a 4-month scholarship award.

    Jupyter Notebook 7