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Computer Science Engineer

Specializing in Generative AI, NLP, and Computer Vision


About Me

๐Ÿ‘‹ Welcome to my profile! I'm Ismail, an AI Engineer holding a Bachelor's degree in Computer Science from ENSA, Fรจs. My expertise lies in Data Science, Natural Language Processing (NLP), and Computer Vision. With a robust mathematical background and a deep passion for artificial intelligence, I strive to create innovative and impactful technological solutions.


2) How You Can Contact Me

Connect with me for collaboration, inquiries, or to share insights!


3) More About Me

Professional Experiences

  • Juridia (formerly Aritale) (Jan - Jul 2024): I worked on a system to help lawyers quickly find information in Moroccan legal documents. This was done using Llama-Index and FastAPI.
  • 3D Smart Factory (2023): I used machine learning to understand scientific articles and built systems that can detect objects in videos, using tools like PyTorch, YOLO, and OpenCV on FPGA platforms.
  • Technocolabs Softwares (Jun - Jul 2023): I created a system that uses TensorFlow and other tools to predict how often people will pay off their mortgage-backed securities early.

Personal Projects

  • Tiny-ViT: I made a simple tool that uses a Vision Transformer to recognize what's in a picture. This was built using PyTorch.
  • MT-GPT: I developed a question-and-answer tool that talks back to you, using some advanced AI techniques.
  • Anim-GAN: I created a tool that makes new images of animals using a type of AI called GAN.
  • MGTLR: I developed an advanced music generator leveraging RNNs, LSTMs, and Transformers to delve into the capabilities of these networks in creative AI applications.
  • BIA-Bilingual-Net: BIA-BilingualNet is a versatile and robust neural network architecture designed for language-to-language translation.

4) My MT-GPT Interaction

Here's a fun exchange I had with MT-GPT, a chatbot I created:

Benisalla: Hey MT-GPT, do you know your creator?
MT-GPT: Oh, absolutely! He brought me to life. How could I forget him?
Benisalla: Not convinced.
MT-GPT: Challenge accepted! Check out the proof below!


5) My Achievements and Results

Achievements

  • Ranked as the Top Student in the Computer Science Engineering Program at ENSA Fes, 2024: Received a reward during my graduation from ENSA Fes.
  • Second place in IEEE R8 Entrepreneurship Initiative: I developed a fitness app concept called 'Equinox', which earned us second place.
  • 121st worldwide in IEEEXtreme: I competed in this global coding and problem-solving competition, placing 121st worldwide.

Statistical Highlights

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ismail ben alla's Projects

benisalla icon benisalla

Hello Everyone, I am Ismail ben alla, i am a computer science engineer.

bia-bilingual-net icon bia-bilingual-net

BIA-BilingualNet is a versatile and robust neural network architecture designed for language-to-language translation.

bia-img-captioner icon bia-img-captioner

BAI-Img-Captioner is an easy-to-use image captioning model created with PyTorch and transformers. This project shows how to generate image descriptions using deep learning and attention mechanisms. Clear documentation is included to help users understand the model's design, how it works, and how to use it.

calculator icon calculator

simpe calculator using android native functions ( java)

db-scan-clustering-algorithm icon db-scan-clustering-algorithm

DBSCAN (Density-Based Spatial Clustering of Applications with Noise) is a widely-used clustering algorithm in machine learning.

imane-ismail-portfolio icon imane-ismail-portfolio

This is a straightforward react portfolio that makes use of react, react three fiber, three js, as well as material Ui. Imane Mouatassem and Ismail Ben Alla constructed it.

jeef_event_website icon jeef_event_website

this my first contribution in a website development after 3 month off js, htm and css only.

markdown_readme icon markdown_readme

Markdown - you can mark up titles, lists, tables, etc., in a much cleaner, readable and accurate way if you do it with HTML.

mgtlr icon mgtlr

In this repository, I've crafted an advanced music generator using RNNs, LSTMs, and Transformers. The aim was to explore and understand the intricacies and efficacy of these neural network architectures, providing insights into their potential applications in the realm of creative AI.

micro-tiny-gpt-from-scratch icon micro-tiny-gpt-from-scratch

This is our micro-tiny GPT model (๐Ÿ˜ we are still learning), built from scratch and inspired by the innovative approaches of Hugging Face Transformers and OpenAI architectures. Developed during our internship at 3D Smart Factory, this model showcases our committed efforts to create an advanced AI solution.

operations_research icon operations_research

this is one of my project in 2022/2023, Mathematics of Operations Research is a quarterly peer-reviewed scientific journal established in February 1976. It focuses on areas of mathematics relevant to the field of operations research such as continuous optimization, discrete optimization, game theory, machine learning, simulation methodology, and stochastic models. The journal is published by INFORMS (Institute for Operations Research and the Management Sciences). the journal has a 2017 impact factor of 1.078

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