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artaasd95/README.md

Arta Asadi

πŸš€ Welcome to My GitHub Repository! πŸš€

Hi!πŸ‘‹ I'm a Machine Learning Engineer with specialization in AI solution development for finance, time series, and conversational AI platforms. With experience in Large Language Models (LLMs), Reinforcement Learning (RL), and Deep Learning, I develop cutting-edge applications like Agentic RAG systems, trading financial models, and autonomous agents which solve real-world problems.

My contributions bridge the gap between theoretical AI research and actual applications, that is, on financial markets, predictive analytics, and intelligent systems that can understand, reason, and act on sophisticated information.

This repository showcases my work and contributions to the field of AI and Machine Learning. If you're here to look at my work, collaborate with me, or just geek about AI, welcome! 🌟

LinkedIn Gmail Github


πŸ› οΈ Technologies & Tools I Work With

Here's a glimpse of the technologies and frameworks I use to bring my ideas to life:

Programming Languages

  • Python
  • Rust

AI & Machine Learning

  • PyTorch
  • Reinforcement Learning
  • Transformers

LLM & Specialized Techniques

  • LLMs
  • RLHF
  • RAG
  • Agno
  • LangChain
  • LangGraph
  • CrewAI

Data Science & Analytics

  • Pandas
  • MongoDB
  • Qdrant

Time Series & Anomaly Detection

  • SKtime
  • PyOD
  • Prophet
  • ARIMA

Web & Microservices Development

  • FastAPI
  • Streamlit

Containerization & Deployment

  • Docker

MLOps & Model Deployment

  • MLOps
  • LLMOps

Financial Expertise

  • Algorithmic Trading

  • Trading Algorithm Development

  • Forex Trading

  • Portfolio Optimization

  • Risk Management

  • Conformal Prediction


🌟 Featured Projects

Here are some of the exciting projects I've worked on:

1. Chrematai Logo Chrematai πŸ“Š

A comprehensive Python library for financial risk and return analysis, featuring advanced AI-powered insights and calculations.
Chrematai empowers financial professionals, researchers, and developers with robust tools for quantitative finance and risk management.

πŸ”— Visit the repo


2. Research Sphere MCP πŸ”¬

An advanced academic research assistant platform that combines RAG (Retrieval-Augmented Generation) and MCP (Model Context Protocol) to revolutionize research and knowledge management. Built with FastAPI, React, and Neo4j, it provides intelligent document processing, semantic search, and context-aware research question answering.
πŸ”— See more!

3. Rap Music Generator 🎀

An innovative project using PyTorch and Transformers to generate rap lyrics, offering multiple fine-tuning approaches including supervised learning and direct preference optimization (DPO).
πŸ”— Check it out!

4. GenAI Applications πŸ€–

A comprehensive suite of generative AI projects showcasing best practices in prompt engineering, code repository interaction, legal document summarization, and financial statement analysis.
πŸ”— Explore here!

5. Agentic Asset Recommender πŸ“ˆ

A sophisticated financial analysis system built with Agno, MongoDB, and FastAPI that leverages Graph RAG to analyze stocks using multiple metrics and provide intelligent investment recommendations.
πŸ”— See more!


πŸŽ“ Education

  • Ph.D. in Artificial Intelligence (AI)
  • Master's in Computer Engineering (AI)
  • Bachelor's in Software Engineering

My Stats

Thanks for stopping by! Let's build the future of AI together. πŸš€βœ¨

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  1. Chrematai Chrematai Public

    A comprehensive Python library for financial risk and return analysis, featuring advanced AI-powered insights and calculations. Chrematai empowers financial professionals, researchers, and develope…

    Python

  2. Research-Sphere-MCP Research-Sphere-MCP Public

    Graph RAG research assistant

    Python

  3. GenAI-apps-practices GenAI-apps-practices Public

    Generative AI Apps Practices – A curated suite of hands-on generative AI projects showcasing best practices in prompt engineering, code repository interaction, legal document summarization, and fin…

    Python 2

  4. 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 …

    Jupyter Notebook 1

  5. agentic-asset-recommender agentic-asset-recommender Public

    Agentic RAG asset analysis and recommender

    Python 1