Achref Soua Email and Phone Number
Achref Soua work email
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Achref Soua personal email
Dynamic and forward-thinking Data Scientist and AI Engineer poised to graduate with a Master's in IT Engineering with a focus on Data Science. I bring hands-on experience in AI and Machine Learning, having contributed to breakthrough projects in human gait data analysis, meal recommendation systems, and sentiment analysis. My achievements include devising innovative data collection mechanisms, championing efficient deep learning models, and securing top placements in competitive AI challenges.At the heart of my work is a strong passion for leveraging data to solve real-world problems and drive innovation. My proficiency spans TensorFlow, PyTorch, Python, and other advanced AI/ML tools. Keen to continually push the boundaries of what's possible in AI, I'm always looking for challenging opportunities to grow and make impactful contributions.
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Ingénieur En Intelligence ArtificielleMoovtoSavigny-Sur-Orge, Fr -
Ai Engineer & Team LeadIntellect Core Advisory And Solutions Feb 2024 - Present -
Ai EngineerIntellect Core Advisory And Solutions Dec 2023 - Feb 2024Tunisia
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Ai Research EngineerBionic Soul Feb 2023 - Nov 2023Tunisia• Devised a human gait data collection mechanism leveraging Arduino Nano 33 and IMU sensors.• Enhanced data reliability through advanced mathematical filters and denoisingautoencoders, ensuring the precision of data input.• Engineered feature development and calculated knee angles through sensor fusion techniqueslike Kalman and Madgwick filtering.• Tested various deep learning models such as GRU, LSTM, CNN, and CNN-LSTM.• Optimized model hyperparameters using Optuna, GridSearch, and Weights & Biases.• Championed the CNN model based on superior efficiency and latency.• Designed an embedded system code pipeline for real-time data collection, processing,and communication with an electric jack. -
Data ScientistTrainini Jun 2022 - Aug 2022Tunis, Tunisie• Scraped and processed data of 200 meals and their macros from various nutrition sources,structuring it effectively.• Architected a hybrid recommendation system for diet planning, uniquely tailored to customergoals and data, leveraging a blend of collaborative and content-based filtering.• Incorporated supervised and reinforcement learning techniques, specificallyQ-Learning algorithms, into the recommendation system.• Boosted solution quality by 17% by implementing evolutionary computing techniques,including Particle Swarm Optimization. -
Data ScientistAlfa Computers & Consultings Jul 2021 - Aug 2021Mahdia, Tunisie• Compiled 30,000 lines of textual data through meticulous web scraping.• Built and trained a BERT model for sentiment analysis of customer reviews,leading to precise customer sentiment understanding.• Developed an intuitive dashboard to visualize sentiment distribution for each review,providing actionable insights for business improvement.
Achref Soua Education Details
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Information Technology -
Faculty Of Science Of MonastirChemical Physics
Frequently Asked Questions about Achref Soua
What company does Achref Soua work for?
Achref Soua works for Moovto
What is Achref Soua's role at the current company?
Achref Soua's current role is Ingénieur en Intelligence Artificielle.
What is Achref Soua's email address?
Achref Soua's email address is ac****@****ovto.io
What schools did Achref Soua attend?
Achref Soua attended Ecole Supérieure Privée D'ingénierie Et De Technologies - Esprit, Faculty Of Science Of Monastir.
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