FIRAS TLILI
About
Deep Learning, Computer Vision Expert , AI & ML Engineer
Overview: 👋 Hi! I'm an AI, Machine Learning, and Data Science expert with over 8 years of hands-on experience developing cutting-edge deep learning models and AI-driven solutions. With a strong academic background and extensive practical experience, I specialize in Computer Vision, Neural Networks, and Real-Time AI Applications. Whether it’s deploying AI models in the cloud 🌩️, building custom ML pipelines 🔧, or optimizing solutions for industry challenges, I’m here to bring innovation and expertise to your projects. Skills and Strengths: • 🧠 Deep Learning & Computer Vision: Expertise in building and deploying advanced models (CNNs, RNNs, Transformers) for image classification, object detection, and video analysis. • 🤖 AI & ML Expertise: Skilled in developing custom ML pipelines, fine-tuning models, and working with diverse datasets across domains like agriculture 🌱, medical imaging 🏥, and media 🎥. • 📊 Data Science & Modeling: Strong capabilities in exploratory data analysis, feature engineering, predictive modeling, and optimization. • 💻 Technical Proficiency: Extensive experience with Python, PyTorch, TensorFlow, Keras, OpenCV, and cloud platforms like AWS and Google Cloud. • 📈 End-to-End Project Management: Full-stack development skills to manage projects from data collection and model training to deployment and API integration. • 🚀 Cloud & MLOps: Skilled in deploying AI models in production using Docker, Kubernetes, GitLab CI/CD, and cloud solutions for scalable AI applications. Why Hire Me? • 🌟 Proven Expertise: With over 8 years of experience in AI, deep learning, and computer vision, I bring advanced knowledge and a track record of successful project execution. • 🎯 Results-Oriented: Focused on building optimized, high-performance AI solutions that deliver measurable results and improve business outcomes. • 🛠️ Innovative Problem Solver: I craft tailored AI solutions that meet your specific business needs, whether it’s object detection, predictive modeling, or process automation with AI. • 📦 End-to-End AI Solutions: I provide a comprehensive skill set, from data preprocessing and model training to cloud deployment, ensuring your project is delivered smoothly from start to finish. • 🏅 Professional Dedication: I stay ahead of the curve with the latest advancements in AI, ML, and data science to deliver top-notch solutions. Let’s Work Together: 🤝 If you're looking for a dedicated AI, ML, and deep learning expert to tackle your computer vision, data science, or AI projects, I’m here to help! Let’s connect and discuss how I can assist in transforming your vision into an innovative, data-driven reality.
Skills
Computer Vision
Data Science
Deep Learning
Django
Flask
Google Cloud Platform
Google TensorFlow
Image Processing
Keras
Machine Learning
MySQL
Natural Language Processing
NoSQL
Object Detection
Object Tracking
OpenCV
Python
Pandas
Unsupervised Learning
Open for
fulltime
parttime
freelancer
Work Experience
University of Gabes
2022-01 - 2022-02
Deep Learning Engineer Researcher
Gabes , Tunisia
fulltime
📌Automated the extraction of soccer highlights by implementing advanced deep learning and computer vision methods, resulting in a 90% reduction in processing time and enhancing video match summarization efficiency. 📌Developed an image extraction system by leveraging Python, resulting in a 40% increase in dataset creation efficiency and accelerating model training for soccer videos. 📌Optimized object detection performance by fine-tuning the YOLOv7 model with Python and PyTorch, resulting in a 90% improvement in identification accuracy. 📌Condensed 90-minute videos to 5 minutes by implementing an automation script using Python, OpenCV, and FFMPEG, resulting in an 80% reduction in processing time. 📌Deployed the model by creating a web application with Django for backend , React, HTML5, CSS3, and JavaScript for UI, resulting in a 90% reduction in video processing time and positively impacting operation throughput
Omdena.com
2022-12 - 2024-12
Machine Learning Enginee
Remote
fulltime
● Led an Omdena Local Chapter in Tunisia, organizing and managing a team of volunteers to collaborate on social impact projects and mentoring individuals to develop skills in data science , AI and machine learning. ● Developed deep learning predictive models for olive leaf disease using Python and TensorFlow, achieving a 95% accuracy rate, deployed these models into Google Cloud, and developed a mobile application with React Native to enhance farms’ profitability, subsequently decreasing expenses by 20%. ● Developed computer vision models for Red Blood Cell Classification to Diagnose Sickle Cell Disease that increased predictive accuracy by 25%, utilizing Python, TensorFlow, and OpenCV, and collaborating closely with data scientists and engineers from Benin.
Academic Experience
University Of Gabes -
2019.08 - 2022.12
Master of Engineering, MEng in Automatic Electrical Engineering