Mahdi Koubàa

Developed AI features for a commercial video game as part of a final-year engineering project. • 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗲𝗱 & 𝗳𝗶𝗻𝗲‐𝘁𝘂𝗻𝗲𝗱 𝗟𝗟𝗠𝘀 𝘃𝗶𝗮 𝗿𝗲𝗶𝗻𝗳𝗼𝗿𝗰𝗲𝗺𝗲𝗻𝘁 𝗹𝗲𝗮𝗿𝗻𝗶𝗻𝗴 to drive dynamic NPC behavior, emotional dialogue systems and live player interactions • 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗲𝗱 𝗮𝗻𝗱 𝗱𝗲𝗽𝗹𝗼𝘆𝗲𝗱 𝗺𝗼𝗱𝘂𝗹𝗮𝗿 𝗔𝗜 𝗽𝗶𝗽𝗲𝗹𝗶𝗻𝗲𝘀 (text‑to‑speech, text‑to‑image, auto‑translation) to enhance in‑game accessibility and localization   • 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝗲𝗱 𝗮 𝗿𝗲𝗮𝗹‐𝘁𝗶𝗺𝗲 𝘀𝘆𝗻𝗰 𝘁𝗼𝗼𝗹 𝘁𝗵𝗮𝘁 𝗹𝗶𝗻𝗸𝘀 𝗶𝗻‐𝗴𝗮𝗺𝗲 content with external databases, enabling instantaneous updates and reducing content‑release latency  • 𝗖𝗼𝗹𝗹𝗮𝗯𝗼𝗿𝗮𝘁𝗲𝗱 𝗰𝗿𝗼𝘀𝘀‐𝗳𝘂𝗻𝗰𝘁𝗶𝗼𝗻𝗮𝗹𝗹𝘆 with designers and backend engineers to align AI features with gameplay goals and performance budgets

At Keystone Group, I had the opportunity to contribute significantly to data management and analytics. My key achievements include: 𝗗𝗮𝘁𝗮 𝗖𝗹𝗲𝗮𝗻𝗶𝗻𝗴 & 𝗣𝗿𝗲𝗽𝗿𝗼𝗰𝗲𝘀𝘀𝗶𝗻𝗴 🧹: Employed regular expressions to clean and preprocess diverse data sets, ensuring high-quality inputs for analysis. 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿 𝗠𝗼𝗱𝗲𝗹 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 🔄: Developed a robust transformer model to handle various data patterns, enhancing data processing capabilities. 𝗜𝗻𝗱𝗲𝘅𝗲𝗱 𝗗𝗮𝘁𝗮𝗯𝗮𝘀𝗲 𝗖𝗿𝗲𝗮𝘁𝗶𝗼𝗻 🗃️: Designed and implemented an indexed database to efficiently organize and store cleaned data, improving data retrieval speed. 𝗦𝗲𝗮𝗿𝗰𝗵 𝗘𝗻𝗴𝗶𝗻𝗲 𝗜𝗺𝗽𝗹𝗲𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻 🔍: Utilized the ELK stack (Elasticsearch, Logstash, Kibana) to build a powerful search engine, facilitating quick and efficient data searches. 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗲𝗱 𝗡𝗼𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗦𝘆𝘀𝘁𝗲𝗺 📣: Integrated an automated notification system to provide real-time updates and alerts, optimizing decision-making processes. This role allowed me to strengthen my data science skills, particularly in data preprocessing, model development, and scalable solution implementation.

🚀 Exciting Update: I'm thrilled to share my recent journey at Finlogik in September 2023, where I embraced the role of a Deep Learning Chatbot Developer. Leading the charge in crafting an advanced chatbot model, I conducted comprehensive research, managed data preprocessing, and implemented a sophisticated neural network architecture to enhance conversational AI. In the backend, I orchestrated the establishment of a robust infrastructure, ensuring seamless chatbot integration for optimal performance. The result? A model adept at handling complex conversations, significantly elevating user engagement and satisfaction. 🔧 Technologies Utilized: My work involved leveraging technologies such as Python, TensorFlow, NLP libraries, and cloud computing, expanding my skill set and deepening my understanding of AI applications. 🌐 Overall, my Finlogik internship has been a transformative experience, reinforcing my commitment to tech innovation and the delivery of quality solutions in the dynamic realms of deep learning and conversational AI. Excited for what's next! 🚀 #AI #ChatbotDeveloper #TechInnovation

🔌 Excited to share my transformative summer internship experience at Sifast! 🚀 During this dynamic opportunity, I delved into a diverse range of cutting-edge technologies, including Node.js, Express, Socket.io, MongoDB, Angular, Keycloak, and Tailwind CSS. 🛠️ One of my key achievements was spearheading the development of a real-time chat application from the ground up: 𝐁𝐚𝐜𝐤𝐞𝐧𝐝 𝐄𝐱𝐜𝐞𝐥𝐥𝐞𝐧𝐜𝐞: Architected a robust RESTful API utilizing Node.js and Express, empowering users to seamlessly create, access, update, and delete chat messages. Pioneered real-time communication capabilities between the server and clients, harnessing Socket.io for instantaneous data flow. Engineered efficient data management by leveraging MongoDB to store and organize chat messages. Frontend Ingenuity: Crafted an intuitive, user-centric chat application through Angular, enhancing the interaction experience. Implemented advanced user authentication and authorization systems using Keycloak to ensure top-notch security. Applied the finesse of Tailwind CSS to stylishly transform the chat application's interface. 🚀 My dedicated efforts significantly contributed to the Sifast team, showcasing my proficiency across a multitude of technologies and my unwavering commitment to delivering excellence. This experience fuels my confidence as I journey forward in my career, primed for continued success. Grateful for the chance to learn, innovate, and make a tangible impact! 🌟 #Internship #TechInnovation #FullStackDevelopment

🚀 Thrilled to recount my transformative internship journey at SiFast, where I ventured into the realm of cutting-edge technology and innovation! 🌟 💡 𝐒𝐮𝐦𝐦𝐚𝐫𝐲 : Dived headfirst into the world of React, crafting a dynamic website that harnesses the power of camera technology. The website flawlessly identifies objects, even discerning humans and mapping their skeletons using the mighty TensorFlow library. 🛠️ 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬: Explored and executed diverse object detection and skeleton tracking algorithms through meticulous research. Orchestrated a sophisticated React application that seamlessly interfaces with camera tech, while seamlessly integrating TensorFlow's prowess. Pioneered a user-friendly interface, empowering users to seamlessly interact with the innovative application. Exemplified resilience by rigorously testing and debugging the application, ensuring a flawless user experience. Illuminated the codebase with comprehensive documentation, enhancing its accessibility and comprehension. 🏆 𝐀𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭𝐬: Propelled the application into a league of its own, enabling real-time object and skeleton detection using TensorFlow's advanced capabilities. Wove an intuitive and user-centric interface that garnered praise for its ease of use and functionality. Elevating quality to paramount heights, I steered the application through rigorous testing phases, culminating in a bug-free masterpiece. Empowered developers through meticulous documentation, fostering a holistic understanding of the codebase. 🔍 𝐂𝐨𝐧𝐜𝐥𝐮𝐬𝐢𝐨𝐧: Unearthed a treasure trove of knowledge during my SiFast internship, refining my skills in object detection, skeleton tracking, React development, and TensorFlow integration. Armed with these transformative skills, I'm eagerly poised for a future career where I can blaze new trails of innovation. 🌠 #InternshipJourney #TechInnovation #TensorFlowMagic

Proud to share my journey as a co-founder of the IEEE Club at my university, where I assumed the role of RH Manager! 🎉 💡 𝑭𝒐𝒖𝒏𝒅𝒊𝒏𝒈 𝒂𝒏𝒅 𝑳𝒆𝒂𝒅𝒆𝒓𝒔𝒉𝒊𝒑: Led the establishment of the IEEE Club alongside dedicated classmates, setting the stage for a dynamic tech-driven community. 🙌 𝑹𝑯 𝑴𝒂𝒏𝒂𝒈𝒆𝒎𝒆𝒏𝒕: As RH Manager, I expertly juggled myriad responsibilities, orchestrating seamless harmony within the club: Membership Dynamics: Navigated the delicate balance of nurturing relationships with both fresh faces and seasoned members, fostering a sense of belonging and engagement. Bureau Liaison: Masterfully maintained and nurtured connections among the different segments of the club, ensuring alignment and shared purpose. Hackathon Extraordinaire: Shouldered the organization of the high-octane IEEExtreme 15.0, a 24-hour hackathon, infusing the event with innovation and excitement. 🔑 𝑲𝒆𝒚 𝑨𝒄𝒉𝒊𝒆𝒗𝒆𝒎𝒆𝒏𝒕𝒔: Orchestrated seamless onboarding for new members, ensuring a smooth transition into the club's vibrant ecosystem. Fostered meticulous membership record keeping, facilitating efficient communication and event planning. Pioneered a diverse array of meticulously organized club events, fostering technical prowess and camaraderie. Elevated the club's presence through strategic promotion on social media, email channels, and enthusiastic word-of-mouth. 🌟 𝑺𝒌𝒊𝒍𝒍 𝑺𝒆𝒕 𝑹𝒆𝒇𝒊𝒏𝒆𝒎𝒆𝒏𝒕: Leadership | Event Planning | Relationship Building | Membership Management | Communication | Strategic Promotion 🚀 𝑪𝒂𝒓𝒆𝒆𝒓 𝑽𝒂𝒍𝒖𝒆: My voyage as the RH Manager at IEEE has not only honed my leadership skills but also sculpted my prowess in meticulous event planning and the art of nurturing impactful relationships. Armed with these multifaceted skills, I am poised to make transformative contributions in engineering, technology, and beyond. 🚀 #IEEEClubFounder #LeadershipJourney #TechInnovation