Abdellatif BELMADY

Casablanca, Morocco

ML/AI Engineer | Centralien Engineer

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About

Hello! I’m Abdellatif BELMADY, a proud graduate of Ecole Centrale Casablanca, holding a degree in data science and digitalization. With a firm belief in the transformative potential of technology, I am passionate about harnessing the power of data to drive positive change. My fascination lies in utilizing data science techniques to unravel complex problems and make meaningful improvements in people's lives. I strongly advocate for the value of hard work and dedication as crucial ingredients for success. In the words of renowned author Stephen King “Talent is cheaper than table salt. What separates the talented individual from the successful one is a lot of hard work.” I am dedicated to continuous learning, growth, and applying my skills to make a significant impact in the field of data science.

Experience -

Data Scientist | AI Engineer Jan 2024 - Present
The Game Changer Company - Full Time

𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 𝐌𝐢𝐬𝐬𝐢𝐨𝐧𝐬:

• Developed a multi-stage AI agent (LangGraph, GPT-4o-mini) to automate project initiation. The agent generates actionable tasks, identifies dependencies, creates schedules, allocates resources, assesses risks, and visualizes the project plan through automatically generated, detailed Gantt charts.
• Creating Dashboards Using the 𝐃𝐚𝐬𝐡 Framework with 𝐏𝐥𝐨𝐭𝐥𝐲 for the Company Games.
• Developed a conversational AI for hackathon students using Langchain, Groq API, and Llama 3.1 model. Integrated ChromaDB as a vector store and deployed via Docker with RESTful API endpoints.
• Implemented a local LLM solution using Open WebUI, Ollama, and Stable Diffusion for image generation.
• Developed QuizPhere, a full-stack quiz generation platform powered by Generative AI using Groq Llama 3.2. The app generates both text-based quiz content and collects relevant images via DuckDuckGo Search for a complete quiz experience. Supports multiple quiz types, including True/False, Multiple Choice, and Puzzle formats, using LangChain, FastAPI, PostgreSQL, and React.

𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 𝐌𝐢𝐬𝐬𝐢𝐨𝐧𝐬:

• Developed a Flask application for 𝐅𝐚𝐜𝐞 𝐑𝐞𝐜𝐨𝐠𝐧𝐢𝐭𝐢𝐨𝐧, enhancing security measures by sending email alerts (including screenshots) upon detecting unauthorized entry into a room.
• Spearheaded the development of a Flask application for 𝐅𝐚𝐜𝐢𝐚𝐥 𝐀𝐭𝐭𝐫𝐢𝐛𝐮𝐭𝐞 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬, enabling precise classification of gender, accurate prediction of age, and comprehensive emotion analysis.
• Pioneered a Flask application for 𝐎𝐛𝐣𝐞𝐜𝐭 𝐂𝐨𝐮𝐧𝐭𝐢𝐧𝐠 𝐭𝐡𝐫𝐨𝐮𝐠𝐡 𝐫𝐞𝐠𝐢𝐨𝐧𝐬, facilitating efficient monitoring and management of assets within specified areas.
• Developed a real-time people detection and counting algorithm optimized for deployment on the 𝐍𝐯𝐢𝐝𝐢𝐚 𝐉𝐞𝐭𝐬𝐨𝐧 𝐍𝐚𝐧𝐨 𝐟𝐨𝐫 𝐞𝐝𝐠𝐞 𝐜𝐨𝐦𝐩𝐮𝐭𝐢𝐧𝐠.

CEO and Founder Jan 2023 - Present
Smart Correction - Part Time

As the founder and CEO of Smart Correction, I have had the privilege of guiding this company from its exciting beginnings. Our mission at Smart Correction is to transform education by providing intelligent and personalized assistance to French and Moroccan students.

About Smart Correction:

Smart Correction is more than just an educational platform. It is a vision, a revolution in learning powered by artificial intelligence. Our dedicated team has worked tirelessly to create an educational experience that transcends boundaries and opens new opportunities for every student.

Key Achievements:

• Successfully designed and launched the Smart Correction platform, offering instant assistance and accurate corrections.
• Established strategic partnerships with educational institutions to integrate our solution into the educational landscape.
• Implemented rigorous security measures to ensure user confidentiality.
• Actively promoted smart and personalized education, with a commitment to continuous improvement.

Impact on Education:

Smart Correction has already touched the lives of thousands of students, helping them excel in their studies and prepare optimally for their exams. Our vision is to create a lasting impact on learning, making Smart Correction a benchmark in the field of smart education.

Join us in this educational adventure. Together, let's build a future where every student has access to quality, personalized, and effective education.

Try It Now

CEO and Founder Jan 2022 - Present
Other Ways - Part Time

Today, the presence and installation of cameras are indispensable in large organizations and across various sectors. However, traditional camera systems often lag behind the advancements in the digital and intelligent world. At OtherWays, we offer a range of services leveraging intelligent cameras integrated with cutting-edge technologies. Our solutions go beyond traditional surveillance by providing advanced capabilities tailored to your needs, such as:

• Detection of persons authorized to access a room, enhancing security measures and access control.
• Tracking and analysis of people movement, providing valuable insights for crowd management and optimizing space utilization.
• Detection and counting of people, enabling accurate footfall analysis and facilitating crowd control measures.
• Detection of the presence/absence of employees at their workstations, allowing for efficient workforce management and improving productivity.

These examples represent just a glimpse of our service offerings. At OtherWays, we understand that each organization has unique requirements, and we tailor our solutions to meet your specific needs. Whether it's facial recognition, object tracking, or customized analytics, we can provide tailored solutions to enhance your operations. Our team is committed to delivering innovative and intelligent camera solutions that maximize the value of your investment.

Deep Learning Data Scientist InternshipApr 2023 - Sept 2023
SOLEFARMA - Internship

• Implemented a Deep Learning approach for Foot-Type Classification Using Heterogeneous Pressure Data.
• Developed a methodology to collect both image and numerical data for the project.
• Fine-tuned VGG16 and InceptionV3 models to process the image data effectively.
• Fine-tuned K-NN and CART models to process the numerical data efficiently.
• Employed a stacking ensemble learning technique to enhance the final model's performance.
• Successfully deployed the final model on the OVH Cloud platform.

Computer Vision Developer Internship Apr 2022 - Jul 2022
6 PERFORM - Internship

• Collected images (using the Imageye extention) to build a comprehensive dataset for computer vision tasks.
• Conducted image annotation using labelImg.exe to create accurate ground truth labels for training purposes.
• Trained deep learning models utilizing the YOLO version 4 algorithm. for object detection and recognition.
• Focused on the detection of surgical instruments, mask wearing, medical caps, and earrings in medical images.
• Collaborated with a multidisciplinary team to refine the models and improve their performance.
• Evaluated the models' accuracy, precision, and recall, and fine-tuned them for optimal results.
• Documented the development process, including methodologies, challenges, and solutions.

During this internship, I gained hands-on experience in computer vision techniques, including dataset collection, annotation, and training of deep learning models. I developed expertise in detecting and recognizing surgical instruments, as well as detecting mask wearing, medical caps, and earrings in medical images. This experience enhanced my skills in image processing, object detection, and model evaluation.

Data Analyst InternshipAug 2021 - Sept 2021
VCR-Sodalmu - Internship

• Developed an Excel application. using VBA to manage inventory efficiently.
• Implemented a machine learning model to identify and address waste issues in the production line.
• Collaborated with the team to collect and analyze data, ensuring accurate model training.
• Presented findings and recommendations to improve production efficiency and reduce waste.
• Gained hands-on experience in data preprocessing, feature engineering, and model evaluation.
• Demonstrated strong problem-solving skills and attention to detail in resolving technical challenges.

Overall, this internship provided me with valuable insights into the practical application of data science techniques in a real-world setting. I developed skills in Excel application development, machine learning implementation, data analysis, and problem-solving, which will contribute to my growth and success as a data scientist.

Education -

Data Science and digitalizationSept 2020 - Present
Ecole Centrale Casablanca Morocco, Casablanca

Physics Chemistry Engineering ScienceSept 2018 - Apr 2020
Preparatory Classes Errazi Morocco, El Jadida

Honors & Awards -

TechInnov Days Poster Session, 2nd Place (Poster)Sept 2022 - Present
Ecole Centrale Casablanca Morocco, Casablanca

Centrale Coding Competition, 2nd Place (Certification)Nov 2021 - Dec 2021
Ecole Centrale Casablanca Morocco, Casablanca

Where I'm Located -

Community Involvement -

TechInnov Days, Organizer memberSept 2022 - Present
Ecole Centrale Casablanca Morocco, Casablanca

Spring School Data Science, Organizer member (Certification)Apr 2022 - Present
Ecole Centrale Casablanca Morocco, Casablanca

Rotaract Association, Active memberAug 2020 - July 2021
Ecole Centrale Casablanca Morocco, Casablanca

CentraleComm' Association, Active memberAug 2020 - July 2021
Ecole Centrale Casablanca Morocco, Casablanca

Enactus Association, Active memberAug 2020 - Jan 2021
Ecole Centrale Casablanca Morocco, Casablanca

@abdellatifbelmady On Instagram -

What I'm Listening To -