Overview
Work History
Education
Skills
Languages
Soft skills
Tools
Certification
Timeline
Generic

SaifEdeen Kharouf

Amman

Overview

1
1
year of professional experience
1
1
Certification

Work History

RPA and AI Developer

Orange
10.2023 - 06.2024
  • Developed full RAG chat bot with open source models from hugging face.
  • Integration of guardrails to the chat bot, to enhance the safety of the prompt with nvidia nemo guardrails python library.
  • Integration of milvus vector database with langchain in python to retrieve data from and storing embeddings.
  • Integration of keyword search and semantic search.
  • Integration of memory with the chat bot to remember past interactions.
  • Prompt engineered the chat bot to get the best answers.
  • Used quantization methods to run on a poor GPU.
  • Data Orchestration using Apache Airflow.
  • Multi-node setup with Apache airflow using celery workers and RabbitMq as a message broker.
  • Used Docker to host the master node and WSL to connect the workers to the master node.

Education

Bachelor - Information Science

Hussein Technical University
Jordan
06.2024

Pearson HND Computing Diploma - Information Science

Hussein Technical University
Jordan
06.2024

Skills

  • Retrieval augmented generation (RAG),Large language models (LLM),Prompt engineering
  • NLP, vector databases and embedding models
  • Python
  • Pyspark
  • Pre-processing
  • Pandas, Sklearn
  • Machine learning
  • EDA
  • Linux commands
  • RPA development
  • Process Automation
  • Object-Oriented Programming
  • Java
  • PHP, HTML, CSS, JavaScript, MySql
  • Designing databases
  • Data structure and algorithms

Languages

Arabic
Native language
English
Advanced
C1

Soft skills

  • Communication skills
  • Self-learner
  • Problem solving
  • Analytical thinking
  • Teamwork
  • Attention to detailsand curious
  • Presentation skills

Tools

  • Langchain, Hugging face, Transformers, NVidia Nemo Guardrails, Milvus.
  • Apache airflow.
  • Docker.
  • Ubuntu and red hat.
  • GitHub.
  • Microsoft Power BI.
  • PhpMyAdmin.
  • UIPath.

Certification

  • introduction in docker (datacamp)
  • Knowledge graphs for RAG (DeepLearning.AI)
  • Certificate of Attendance (RH124-8.0) RedHat
  • Diploma of Completion: RPA Developer Foundation (v2021.10)

Timeline

RPA and AI Developer

Orange
10.2023 - 06.2024

Bachelor - Information Science

Hussein Technical University

Pearson HND Computing Diploma - Information Science

Hussein Technical University

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SaifEdeen Kharouf