About

About Me

I love to take on Complex Projects and Challenges.

  • Name: Amine Benkirane
  • Date of birth: May 23, 1996
  • Address: Toulouse, France.
  • Zip code: 31300
  • Email: aminebenkirane.pro@gmail.com
  • Phone: +33 7 82 18 62 26

0 Projects complete

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Resume

Resume

Machine Learning Engineer with a strong foundation in aerospace engineering and over 5 years of experience applying data science and AI solutions to real-world problems. I've transitioned from traditional engineering roles to applying machine learning and automation in diverse industries.

2014-2019

Master's Degree in Engineering

INSA of Toulouse

• Comprehensive engineering curriculum with a specialization in numerical computation.

• Machine learning applied to predictive modeling in 􀃸uid dynamics.

2019-2020

Advanced Master's in Data Engineering

ISAE Supaero

• Specialization in drone architecture, computer vision, and deep learning.

2020-2021

INTERN MACHINE LEARNING

AIRBUS

• Creation of Data Extraction and Analysis Pipelines from Logs.

• Use of Machine Learning Methods for Anomaly Detection.

2021-2022

DATA SCIENTIST

AIRBUS & Accenture

• Lead Data Scientist on a project for automatic adjustment of physical parameters during flight to control contrails formations.

• Pre-flight simulations of thermodynamic performance: Implementation in Python using NumPy, SciPy, and visualization with Matplotlib

2022-2023

MACHINE LEARNING ENGINEER

Upwork

Development of a legal conversational assistant for a law firm (LLM, LANGCHAIN, FASTAPI, DOCKER)

2023-Present

MACHINE LEARNING ENGINEER

Upwork

• Specialized in data analysis and natural language processing projects for clients.

• Conducted advanced data analytics to derive actionable insights and support decision-making.

• Designed and developed Retrieval-Augmented Generation (RAG) chatbots, integrating knowledge graphs and NLP techniques to enhance customer support and automate information retrieval.

0 Projects complete

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Certifications

Certifications

Recognized qualifications in data science, artificial intelligence, and machine learning, awarded by top institutions such as Harvard, Stanford, and MIT, showcasing advanced technical skills and knowledge.

Skills

My Skills

Combining expertise in artificial intelligence, data science, and software development to create innovative and impactful solutions.

Python, R, SQL

90%

Cleaning, Preprocessing, Plotting

85%

Numpy, Pandas, math.

95%

S Regression, Classification Algs.

90%

CNNs, RNNs, LSTMs, NLP.

70%

Scikit-learn, TensorFlow, PyTorch

80%

Projects

My Projects

A showcase of AI, machine learning, and computer vision projects designed to solve real-world challenges.

Creation of a RAG Chatbot for Customer Service

Developed a chatbot to automate responses to frequent questions, integrated with existing systems to enhance service efficiency.

Tennis Match Prediction Model

Created a model to predict match outcomes by analyzing past performance, improving betting recommendations.

Sentiment Analysis Platform

Built an RNN-based system to analyze user reviews, optimized for precise customer feedback management.

Computer Vision for Defective Needle Detection

Developed a vision system to identify manufacturing defects, improving product quality by detecting irregularities.

Blog

Insights & Learnings

Explore my thoughts, insights, and learnings about Machine Learning, AI, and technology trends.

December 15, 2024 By Me

Understanding Neural Networks: The Basics You Need

A beginner-friendly breakdown of how neural networks work, including the mathematics and intuition behind them.

December 10, 2024 By Me

Feature Engineering: The Key to Better ML Models

How choosing the right features can make or break your machine learning models, with real-world examples.

November 25, 2024 By Me

Ethics in AI: Striking the Right Balance

Exploring the ethical challenges and dilemmas faced by AI practitioners and how to approach them responsibly.

I’m Available for Freelance Projects

Looking for a Machine Learning engineer or AI specialist? I can help bring your ideas to life with expertise in neural networks, data analysis, and AI-powered solutions.

Hire Me

Contact

Contact Me

Feel free to reach out for inquiries, collaborations, or just to say hello.

Address

51, Chemin de la flambère 31300, Toulouse

Contact Number

+33 7 82 18 62 26

Let's Chat !