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exploring new projects
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exploring new projects

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aleriado/README.md
Header Intro
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πŸš€ Senior AI/ML & Full Stack | Blockchain Engineer

Coding

I architect and build intelligent, scalable systems at the intersection of Artificial Intelligence, Full-Stack Engineering, and Blockchain Technology. From cloud-native backends and cross-platform mobile apps to DeFi protocols and AI agents, I transform complex ideas into production-grade applications.

  • πŸ”­ Currently: Seeking impactful opportunities at the cutting edge of AI-driven systems, full-stack architecture, and decentralized infrastructure.
  • ⚑ Philosophy: Zero shortcuts - clean architecture, scalable design patterns, and relentless optimization in every commit.
  • πŸ’ͺ Strength: Production-first engineering - stress-tested for real-time data, high concurrency, and enterprise-scale reliability.


🧠 AI/ML Engineering

πŸ€– LLMs & AI Agents :Autonomous agent systems with LangChain, LangGraph, CrewAI. RAG pipelines with Pinecone/Weaviate/ChromaDB. Fine-tuning GPT-4, Claude, LLaMA, Mistral via LoRA/QLoRA.

πŸ”¬ ML & Deep Learning :End-to-end pipelines with TensorFlow, PyTorch, scikit-learn. NLP, computer vision (YOLO, diffusion models), and time-series forecasting.

βš™οΈ MLOps :Low-latency inference with FastAPI, vLLM, TensorRT. Deployment on AWS SageMaker, GCP Vertex AI, and GPU-orchestrated Kubernetes.


⛓️ Full Stack & Blockchain

πŸ“ Smart Contracts :Production-grade Solidity & Rust (Solana/Anchor). Upgradeable patterns (Diamond EIP-2535), gas optimization, ERC-20/721/1155/4626.

πŸ’° DeFi & Cross-Chain :AMMs, lending protocols, yield aggregators, perpetual DEXs. Cross-chain via LayerZero, Wormhole, Chainlink CCIP.

🌐 Full-Stack dApps :React/Next.js + Ethers.js/Viem/Wagmi frontends. Node.js/NestJS/Django/FastAPI backends. The Graph indexing, IPFS storage.

πŸ”’ Security :Smart contract audits with Slither, Mythril, Foundry fuzzing. 100% test coverage with Hardhat & Foundry.


Languages

TypeScript
TypeScript
JavaScript
JavaScript
Python
Python
Rust
Rust
Solidity
Solidity
Go
Go
C#
C#

Frontend

React
React
Next.js
Next.js
Vue
Vue
Nuxt.js
Nuxt.js
Angular
Angular
Three.js
Three.js
TailwindCSS
Tailwind

Backend & Infrastructure

Node.js
Node.js
NestJS
NestJS
Django
Django
Express
Express
Laravel
Laravel
GraphQL
GraphQL
FastAPI
FastAPI

AI/ML & Data Science

TensorFlow
TensorFlow
PyTorch
PyTorch
Scikit-learn
Scikit-learn
HuggingFace
HuggingFace
LangChain
LangChain
FastAPI
FastAPI
MLflow
MLflow

Database & Cloud

PostgreSQL
PostgreSQL
MongoDB
MongoDB
Redis
Redis
AWS
AWS
GCP
GCP
Firebase
Firebase
Supabase
Supabase

Mobile Development

React Native
React Native
Expo
Expo
Flutter
Flutter
Dart
Dart
Swift
Swift
Kotlin
Kotlin
Android Studio
Android Studio

DevOps & Tools

Git
Git
Docker
Docker
Kubernetes
Kubernetes
GitHub Actions
CI/CD
Linux
Linux
Figma
Figma
Vercel
Vercel

Pinned Loading

  1. Legal-Assistant-RAG-Chatbot Legal-Assistant-RAG-Chatbot Public

    This project is a Retrieval-Augmented Generation (RAG) Legal Assistant chatbot that provides legal assistance by answering questions directly from uploaded legal documents (e.g., The Law Handbook).

    Python

  2. nexifuse-robust-expert nexifuse-robust-expert Public

    Build a domain-specific "Robust Expert" AI model for healthcare data interoperability, trained on-premise on NVIDIA DGX Spark (GB10 Grace Blackwell, 128GB unified memory). The model powers "vibe co…

    Python

  3. myguo-frontend myguo-frontend Public

    AI-native Intelligence for onchain discovery and portfolios

    TypeScript

  4. myguo-backend myguo-backend Public

    Core service layer powering Myguo’s AI-native on-chain portfolio intelligence platform

    TypeScript

  5. blender-mcp-server-n8n blender-mcp-server-n8n Public

    A Model Context Protocol (MCP) server that exposes Blender's 3D modeling capabilities to n8n workflows.

    Python

  6. smartflat-ai smartflat-ai Public

    AWS AI Agent Hackathon Entry: Multi-agent HDB advisor using Amazon Bedrock AgentCore, Nova Lite, and intelligent cost optimization. Find your perfect Singapore home with AI.

    Python