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Machine Learning
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Machine Learning

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jrhe123/README.md

Hi, I'm Roy πŸ‘‹

Welcome to my GitHub! I'm a Senior Software Developer with extensive experience in delivering innovative, scalable, and reliable software solutions across various industries. I have a strong technical background and a passion for AI, big data, and cloud-based architectures.

πŸ”­ Projects I'm Working On (2024)

  • LLMOps: Developing tools for operationalizing large language models.
  • Recommendation Big Data: Implementing scalable recommendation systems leveraging big data frameworks like Spark.
  • PyTorch in Finance: Utilizing PyTorch to develop machine learning models for financial data analysis and trading algorithms.
  • Video Stream with AI Detection: Building AI-powered systems to enable real-time video stream detection and analysis.

πŸ’Ό Skills

  • Programming Languages: Python, Java, C#, Ruby, PHP, NodeJS, TypeScript, Solidity, CPP
  • Frameworks & Tools: Spring Boot, Flask, FastAPI, NestJS, ExpressJS, ReactJS, Angular, NextJS, Unity & C#
  • Databases: MySQL, PostgreSQL, MongoDB, Redis, Firebase, Cassandra, Pinecone, Qdrant, PgVector
  • Big Data Technologies: Spark, Hadoop, BigQuery, Kafka
  • Cloud Platforms: GCP, AWS, Azure, Digital Ocean, Cogeco, CloudA
  • API Development: RESTful API, GraphQL, WebSocket, Serverless (Lambda)
  • AI/ML: PyTorch, TensorFlow, LangChain, GPT (RAG), Vector DB, Recommendation Systems
  • DevOps: Docker, Kubernetes, Jenkins, RabbitMQ, Keycloak/Okta
  • Front-End: React Native, HTML5/CSS3, WebGL, Three.js
  • Testing & CI: Jest, RSpec, JUnit, CircleCI, JMeter
  • Miscellaneous: Encrypted payment gateways, 3D modeling (Rhino, KeyShot), FHIR software standards

πŸ“« Demo

πŸ’‘ Fun fact

In my free time, I enjoy building video games

Pinned Loading

  1. spring-es-react-blog spring-es-react-blog Public

    Java 1

  2. tmms tmms Public

    Makefile 1

  3. gpt-next gpt-next Public

    TypeScript 1

  4. nest-ambassador nest-ambassador Public

    TypeScript

  5. Expedia.API Expedia.API Public

    C# 1

  6. flask-seed flask-seed Public

    Python 1