Hamdi Aya

Hamdi Aya

@hamdiaya

I'm Aya Hamdi, final ai & data science student at @ESI-SBA

esi sba
5
Followers
6
Following
25
Public Repos
0
Private Repos

Language Breakdown

Lines of code distribution across 25 owned repositories

18.9M Total LOC
Jupyter Notebook
18,071,770 lines
95.7%
N/A
Python
321,166 lines
1.7%
N/A
Dart
165,080 lines
0.9%
N/A
JavaScript
121,786 lines
0.6%
N/A
TypeScript
111,052 lines
0.6%
N/A
Other
98,221 lines
0.5%
N/A
I

I-Shaped Developer

I-shaped

Specialist — deep expertise in Jupyter Notebook

Jupyter Notebook
Python
Dart
JavaScript
TypeScript

Collaboration Network

Global Impact visualization

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Hamdi Aya
0 active collaborators

Repos

25

PRs

0

Growth

+18%

Top Collaborators

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Coding Streak

Contribution activity over the past year

1 day
101
Contributions
51
Commits
0
Pull Requests
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Followers 5
YousraYouli

Yousra Meflah

@YousraYouli

 mdbekkouche

Mohammed BEKKOUCHE

@mdbekkouche

 IchraqAmieur

Amieur Zineb Ichrake

@IchraqAmieur

 sabilhacker

The collector

@sabilhacker

 Benbakreti0Amine

Benbakreti_Amine

@Benbakreti0Amine
Following
6 total
zhaotuo0815

zhao tuo

@zhaotuo0815

 IchraqAmieur

Amieur Zineb Ichrake

@IchraqAmieur

 mdbekkouche

Mohammed BEKKOUCHE

@mdbekkouche

 delbaoliveira

Delba de Oliveira

@delbaoliveira

 tharwatsamy

tharwat samy

@tharwatsamy
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Top Repositories

RL_Traffic_Light_Control_Agent

A Deep Reinforcement Learning-based agent for intelligent traffic light control at a four-way intersection using SUMO. Trained with DQN variants to reduce congestion and adapt to real-time traf

2 2
Python
continue_local_ai_stack

A local AI setup using Continue.dev with Ollama and a Playwright-based MCP server. This project integrates Devstral models and browser automation into an AI coding workflow.

1 0
local_agentic_rag

A local Retrieval-Augmented Generation (RAG) chatbot built with Python, LangChain, and Ollama for both embeddings and LLM inference. Uses Bright Data to scrape Wikipedia articles by keywords, stores them in a Chroma vector database, and provides intelligent, context-aware answers to user queries — all running locally.

0 0
Python
agent-with-mcp-tools

A Gradio-based AI agent powered by smolagents and connected to external tools via Model Context Protocol (MCP). The agent uses a Hugging Face Inference API model to process user queries and dynamically execute code or call remote tools.

0 0
Python
sentiment_analysis_mcp

Simple sentiment analysis server using Gradio and the MCP protocol (Gradio SDK)

0 0
Python
dermaScan

dermaScan is a deep learning-powered web application that detects types of skin cancer from medical images. Built with transfer learning using ConvNeXt-Tiny, trained on the HAM10000 dataset, and deployed via a FastAPI backend and a responsive Next.js frontend.

0 0
Jupyter Notebook
NLP_Projects

A collection of hands-on NLP and LLM projects built during my learning journey. This repository includes practical experiments with transformers, tokenizers, embeddings, semantic search, fine-tuning, and more — using Hugging Face, PyTorch, and other modern NLP tools

0 0
Jupyter Notebook
Semantic-Search-FAISS

A semantic search demo using Hugging Face Transformers and FAISS. This project indexes GitHub issue threads using embeddings and retrieves the most relevant comments for a user query based on vector similarity.

0 0
Python
text_classfier

Fine-tuning bert-base-uncased on the GLUE MRPC dataset using Hugging Face's Trainer API and a custom PyTorch loop. Part of my learning journey in understanding transformers and LLM fine-tuning.

0 0
Jupyter Notebook
chat_model_fine_tuning

Fine-tuning unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit using QLoRA on the pookie3000/pg_chat dataset as part of my LLM fine-tuning journey

0 0
Jupyter Notebook

Open Source Impact

Contributions to external projects

0 merged PRs

No external contributions found.