About Akli
Passionate about data and artificial intelligence, I design innovative solutions combining technical expertise and advanced analysis. Always curious, I am committed to turning challenges into opportunities through AI and data science.
English
Native or bilingual
French
Fluent
Can work on-site
Paris (up to 50km)
Experience
- Segula TechnologiesData scientistMarch 2024 - September 2024 (6 months)Île-de-France, FranceAdvanced Exploration of Multivariate Time Series:- Handling missing data for seamless analysis of time series.- Smoothing techniques to elucidate hidden trends in noisy data.- Utilization of resampling for improved temporal resolution.- Integration of an autoencoder with Dynamic Time Warping (DTW) as a loss function, enabling autonomous exploration of fundamental features in the data.- Development of a similarity measurement method for accurate evaluation of relationships between time series
- FreelanceFreelancerSeptember 2021 - September 2023 (2 years)Alger, Algeria- High-Quality Applications: Develop robust, user-friendly web applications using modern frameworks and technologies.- Responsive Design: Ensure all applications are mobile-friendly and provide a seamless user experience across different devices and browsers.- Scalable APIs: Design and deploy scalable and efficient APIs that support high traffic and complex interactions.- ML Projects: Work on machine learning projects that involve building and training models to solve specific problems or make predictions.- Data Analysis: Conduct thorough data analysis to extract insights, identify patterns, and support data-driven decision-making.- Predictive Modeling: Develop predictive models using tools such as Python, TensorFlow, and scikit-learn to forecast trends and behaviors.
- Juriste-DZIngénieur Full StackSeptember 2022 - July 2023 (10 months)Alger, AlgeriaOptimization of the Search Engine for juriste-dz.com using NLP Techniques:- Designed and deployed a web application integrating React.js, Flask, and ElasticSearch for managing legal documents.- Utilized Google's OCR to extract text from PDF documents.- Leveraged Document AI to extract metadata from PDF documents such as title, date, and references.- Extracted keywords and named entities from documents, enabling more precise and targeted search.- Developed a system for detecting and reconstructing the structure of tables within documents.- Implemented a recommendation system to guide users towards relevant legal documents.
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Education
- Master 2 (M2), Apprentissage machine pour la science des donnéesUniversité Paris Cité2024Master 2 (M2), Apprentissage machine pour la science des données
- ingénieur d'état et master 2, Systèmes intelligents et science des donnéesEcole nationale Superieure d'Informatique (ESI)2023ingénieur d'état et master 2, Systèmes intelligents et science des données