Skip to content
View artaasd95's full-sized avatar

Block or report artaasd95

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
artaasd95/README.md

Arta Asadi

๐Ÿš€ Welcome to My GitHub Repository! ๐Ÿš€

Hi there! ๐Ÿ‘‹ Iโ€™m a Machine Learning Engineer with a passion for building cutting-edge AI solutions, particularly in Finance, Reinforcement Learning (RL), Deep Learning (DL), and Large Language Models (LLMs). My expertise lies in designing and deploying AI-driven systems for Forex trading, financial markets, and innovative applications like Retrieval-Augmented Generation (RAG) and Reinforcement Learning with Human Feedback (RLHF).

This repository showcases my projects, experiments, and contributions to the world of AI and Machine Learning. Whether you're here to explore my work, collaborate, or just geek out over AI, you're in the right place! ๐ŸŒŸ

Hits LinkedIn Gmail Github


๐Ÿ› ๏ธ Technologies & Tools I Work With

Hereโ€™s a glimpse of the technologies and frameworks I use to bring my ideas to life:

Programming Languages

  • Python

AI & Machine Learning

LLM & Specialized Techniques

  • ๐Ÿ“œ LLMs (Large Language Models)
  • ๐ŸŽ“ RLHF (Reinforcement Learning with Human Feedback)
  • ๐Ÿ” RAG (Retrieval-Augmented Generation)
  • ๐Ÿ› ๏ธ Phidata (Agentic RAG)
  • ๐Ÿค LangChain
  • ๐Ÿ•ธ๏ธ LangGraph
  • ๐Ÿš€ CrewAI

Data Science & Analytics

  • Pandas
  • MongoDB
  • Qdrant

Time Series & Anomaly Detection

Web & Microservices Development

Containerization & Deployment

MLOps & Model Deployment

  • ๐Ÿ› ๏ธ MLOps (FastAPI, Streamlit, Docker)
  • ๐Ÿ› ๏ธ LLMOps (FastAPI, Streamlit, Docker)

Financial Expertise


๐ŸŒŸ Featured Projects

Here are some of the exciting projects Iโ€™ve worked on:

1. Rap Music Generator ๐ŸŽค

A Python-based project using PyTorch and Transformers to generate rap lyrics and audio tracks.
๐Ÿ”— Check it out!

2. Generative AI Apps ๐Ÿค–

A collection of projects exploring diverse generative AI applications, including legal document summarization, code repository chat, and financial statement analysis.
๐Ÿ”— Explore here!

3. Prompt Engineering Practices ๐Ÿ› ๏ธ

A repository exploring prompt engineering techniques, including a pair coding assistant.
๐Ÿ”— See more!

4. Agentic RAG Asset Recommender ๐Ÿ“ˆ

A project to analyze stocks with multiple metrics using Phidata, MongoDB, and FastAPI.
๐Ÿ”— See more!


๐ŸŽ“ Education

  • Ph.D. in Artificial Intelligence (AI)
  • Masterโ€™s in Computer Engineering (AI)
  • Bachelorโ€™s in Software Engineering

My Stats

Thanks for stopping by! Letโ€™s build the future of AI together. ๐Ÿš€โœจ

Pinned Loading

  1. GenAI-apps-practices GenAI-apps-practices Public

    Generative AI Apps Practices โ€“ A curated suite of hands-on generative AI projects showcasing best practices in prompt engineering, code repository interaction, legal document summarization, and finโ€ฆ

    Python 1

  2. Prompt-Engineering-practices Prompt-Engineering-practices Public

    1

  3. rap-music-generator rap-music-generator Public

    The Rap Music Generator project is an innovative LLM-based tool designed to create rap lyrics. It offers multiple fine-tuning approaches to accommodate diverse rap generation techniques, providing โ€ฆ

    Jupyter Notebook 1

  4. agentic-asset-recommender agentic-asset-recommender Public

    Agentic RAG asset analysis and recommender

    Python 1