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Hi there 👋

About Me

A highly skilled AI Engineer with expertise in Generative AI and Rapid Prototyping. I'm passionate about leveraging AI to generate actionable insights and foster innovation across industries.

Tech Stack

Generative AI

  • LLM: Proprietary and Open-Source LLM-as-a-Service
  • Retrieval Augmented Generation: LangChain, LlamaIndex, Vector Stores

Machine Learning & AI

  • Frameworks: PyTorch, Transformers, XGBoost, LoRA, PEFT
  • Techniques: Regression, Classification, Time-Series Analysis, NLP, Process Mining, In-Context Learning, Reinforcement Learning

Data Science & Engineering

  • Tools: TensorFlow, TFX, Airflow, Kafka, dbt, Seaborn, Matplotlib, Tableau, PowerBI, SQL.

Software Development

  • Languages & Frameworks: Python, FastAPI, Streamlit
  • Development Tools: VS Code, Jupyter, Docker, Git, Linux, Bash

Project Management & Evaluation

  • Methodologies: CRISP-DM, Responsible AI, Explainable AI
  • Tools: Jira, Weights and Biases, LangSmith
  • Metrics: Latency, Accuracy, Precision, Recall, AUC, Rouge, Bleu, Chain of Thoughts

Let's connect and explore innovative solutions to real-world problems. Feel free to reach out for collaborations or consultations.

Bassam El Koussa

Bassam El Koussa's Projects

docs icon docs

Source code for the Streamlit Python library documentation

jpmc-hack-1 icon jpmc-hack-1

Starter repo for task 1 of the JPMC software engineering program

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

llama_docs_bot icon llama_docs_bot

Bottoms Up Development with LlamaIndex - Building a Documentation Chatbot

nemo icon nemo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

openai-chatbot icon openai-chatbot

A conversational chatbot built in Python using Streamlit and the OpenAI LLM model GPT 3.5.

pandas-ai icon pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

pinecone-io icon pinecone-io

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

streamlit icon streamlit

Streamlit — A faster way to build and share data apps.

streamlit-agent icon streamlit-agent

Reference implementations of several LangChain agents as Streamlit apps

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