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

• Complete curriculum in mechanical engineering, specializing in Mathematical Methods.

• Application of machine learning to predictive modeling in computational fluid dynamics.

2019-2020

Advanced Master's in Data Engineering

ISAE Supaero

• Specialization in drone architecture, integrating computer vision and deep learning for system optimization and object recognition.

2020-2021

DATA ANALYSIS AND AUTOMATION ENGINEER

AIRBUS

• Extracted and analyzed large amounts of data from test system logs.

• Detected anomalies in the data to optimize automated testing procedures.

2021-2022

DATA AND SIMULATION ENGINEER

AIRBUS & Accenture

• Analyzed sensor data to monitor and control the formation of condensation trails during flight.

• Developed pre-flight simulations with numerical models to size thermodynamic performance.

2022-2023

AUTOMATION DEVELOPER ENGINEER

AIRBUS & Accenture

• Created VBA and Python solutions to automate the generation of 2D drawings from 3D models, reducing repetitive documentation tasks by 50%.

• Automated online form filling to improve efficiency and reduce human errors.

2023-Present

FREELANCE 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.

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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 !