Open to opportunities

Ahmed Cherik

@ahmedcherik

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Motivated AI graduate skilled in data science and machine learning.

Algeria

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What I'm looking for

I am looking for opportunities that allow me to leverage AI for sustainability, with a focus on innovative projects and a collaborative culture.

I am a motivated and analytical AI graduate with a strong foundation in data science, machine learning, and software development. My passion lies in transforming complex datasets into actionable insights and intelligent systems. One of my notable achievements includes developing EAGLE, a novel AI-based energy-efficient routing protocol for Wireless Sensor Networks (WSNs), which integrates Genetic Algorithms and Q-Learning.

Throughout my academic journey, I graduated as the Major of Promotion in my Master's program in Artificial Intelligence at Université Akli Mohand Oulhadj. I have earned certifications in Google Data Analytics and Google AI Essentials, which further solidified my expertise in the field. I have also developed several end-to-end machine learning projects focused on computer vision and data analysis, showcasing my ability to apply theoretical knowledge to real-world problems in sustainability, healthcare, and global resource optimization.

Experience

Work history, roles, and key accomplishments

Current

Deep Learning Project Lead

Current

Self Employed

Sep 2023 - Present (1 year 10 months)

Applied deep learning for semantic segmentation of medical images, evaluating performance with Dice coefficient and IoU. Built and trained CNNs for classifying datasets like CIFAR-10 and medical datasets, utilizing data augmentation and dropout for regularization.

TensorFlow Keras Deep Learning CNN Google Colab

Current

EAGLE Protocol Developer

Current

Université Akli Mohand Oulhadj (AMO)

Sep 2023 - Present (1 year 10 months)

Developed EAGLE, a novel AI-based energy-efficient routing protocol for Wireless Sensor Networks (WSNs), by integrating Genetic Algorithms and Q-Learning. This project significantly improved energy consumption and network lifetime through AI-based optimization.

Python scikit learn NumPy Pandas Genetic Algorithms

Current

Data Analytics Capstone Project

Current

Google

Sep 2023 - Present (1 year 10 months)

Performed exploratory and statistical analysis on real-world datasets as part of the Google Data Analytics Capstone. Created insightful dashboards using Tableau and Google Sheets to visualize findings.

R SQL Excel Tableau Google Sheets Data Analysis Statistical Analysis

Current

Object Detection Specialist

Current

Self Employed

Sep 2023 - Present (1 year 10 months)

Implemented YOLOv5 for real-time object detection on custom annotated datasets. Trained models and analyzed key performance metrics including precision, recall, and mAP.

YOLOv5 Object Detection Recall Maps YOLO V5

Education

Degrees, certifications, and relevant coursework

Université Akli Mohand Oulhadj (AMO)

Master's, Artificial Intelligence

Activities and societies: Thesis: Hybrid AI-Based Protocol for Energy-Efficient Routing in WSNs Using GA and Q-Learning (EAGLE)

Graduated as Major of Promotion. Thesis: Hybrid AI-Based Protocol for Energy-Efficient Routing in WSNs Using GA and Q-Learning (EAGLE).

Université Akli Mohand Oulhadj (AMO)

Bachelor's, Computer Science

Studied core computer science principles and programming fundamentals. Gained foundational knowledge in algorithms, data structures, and software development.