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Learning, Working, Living
🔥
Learning, Working, Living
61 followers · 70 following

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx3Achievement: YOLOAchievement: QuickdrawAchievement: Arctic Code Vault Contributor

Organizations

@POSSF @Smart-home-using-node-red-and-arduino @CASS-AI @RnDAO @TogetherCrew @AI-Talks-Community

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amindadgar/README.md

Hi there 😃👋

I'm Amin, it's nice to meet you

Projects Highlights

Hivemind-Bot — LLM

Developed a RAG pipeline that ingests data from various platforms and generates responses based on the data. Listened on a message broker to receive messages, performed RAG operations on the data, and sent the responses to another microservice via the broker. Link to codes

Hivemind-ETL — Data Pipeline, LLM

A set of ETL scripts to embed raw data For RAG pipeline. The scripts were written on Apache Airflow service and they included both raw data processing and summary data. Link to codes

Platform Data Transformation — Data Pipeline

Multiple sets of ETL scripts written as Apache Airflow DAGs to transform any platform data to a general data structure that could be used for many tasks such as Analytics, Text Classification, and Embedding ETLs. Link to codes

Violation Detection — Data Pipeline, LLM

Fine-tuned a Large Language Model (LLM) to classify text messages for detecting violations. Developed pipelines to prompt the fine-tuned model for message labeling and to fire violation reports to another microservice via a broker. Link to codes

TC-Analyzer — Data Pipeline, Python Library

Developed a Python library for custom analytics on data from various platforms. The library categorized members based on their community activity and performed graph analytics. Link to codes

Teck Stack

  • Python
  • PostgreSql, Neo4j, MongoDB databases
  • RabbitMQ
  • Apache Airflow
  • Docker
  • Flask
  • Latex
  • Git

📫 Here are some links to reach me:

💻 My GitHub Stats

Contribution Stats

A beautiful Qoute

After Everything, what is left is kindness, So don't hesitate to help others. 🙂

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  1. TogetherCrew/hivemind-bot TogetherCrew/hivemind-bot Public

    This repository is made for TogetherCrew's LLM bot.

    Python 2

  2. TogetherCrew/airflow-dags TogetherCrew/airflow-dags Public

    Python 1 1

  3. TogetherCrew/tc_analyzer_lib TogetherCrew/tc_analyzer_lib Public

    TogetherCrew's platform agnostic analyzer. It includes various analytics computation metrics such as heatmaps, memberactivities, and graph analytics.

    Python

  4. MLZoomcamp-MidTerm-Project MLZoomcamp-MidTerm-Project Public

    This Repository Contains MLZoomcamp Midterm Project Files.

    Jupyter Notebook 4

  5. adversarial-attacks-using-image-filters adversarial-attacks-using-image-filters Public

    This repository is an implementation of https://link.springer.com/chapter/10.1007/978-3-030-72699-7_35 article. it uses evolutionary strategy (NSGA-II algorithm specificially) to configure image fi…

    Jupyter Notebook 4