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Clement Boiteux

Clement Boiteux

Hardworking software engineer with experience in machine learning, full-stack web development, and high-performance computing.

San Jose, CA · 10-20 hrs/week

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About

Computer Engineering student at UC Santa Barbara with skills in machine learning, high-peformance computing, and web development. Eager to apply technical and soft skills to drive positive impact in technology and education. Quick learner, hardworking, and always seeks avenues for improvement. Currently looking for internship opportunities in software engineering, machine learning, technical consulting, product management, and other tech-adjacent roles. Feel free to reach out at cboiteux@ucsb.edu!

Skills

AndroidCC++Computer VisionData Structures And AlgorithmsExpress.jsFull Stack DevelopmentGitHTML/CSSJavaJavascriptMachine LearningMathematicsMatplotlibNatural Language ProcessingNext.jsNode.jsNumPyPyTorchPythonReactTailwind CSSTechnical Consultancypandas

Experience

  • Undergraduate Researcher · UCSB Systems & Networking Lab08-01-2023 – 10-01-2023

    - Collaborated with Dr. Trinabh Gupta and a PhD student to create original implementations of machine learning algorithms to predict medical trends while maintaining data privacy and distributed structure. - Used Python, Pandas, NumPy, and Scikit-Learn to develop hand-coded machine learning algorithms and models from scratch. - Achieved 95% accuracy after 400 iterations of training.

  • Director of Web Development · Data Science UCSB11-01-2023

    - Using TypeScript, Next.js, and TailwindCSS to develop a new website with better UI and functionality. - Improved member-alumni relations by allowing members to connect with alumni upon clicking a card. - Made club resources and information directly accessible, minimizing search time. - Hosted LinkedIn and Project Poster workshops for 50 members. - Helped over 200 members set up projects at Project Pitchfire. - Consulted project group members with building data science and machine learning projects for showcasing to companies. - Worked closely with the Technical Development team to organize workshop timeline, structure, and content.

  • Content Developer · JuiceMind01-01-2024 – 2024

    - Developed quizzes for AP Computer Science A topics to reinforce student learning and engagement. - Studied computer science curriculum standards to ensure relevancy of topics covered and content robustness. - Improved old quizzes to reflect changes in computer science curriculums and Java language features.

  • Student Ambassador · Intel05-01-2024

    - Using Intel Developer Cloud to run Large Language Models on GPUs for enhanced speed. - Using High-Performance Computing and Data Visualization methods to foster model optimization. - Using Intel debugging tools to rapidly fix errors. - Learned OpenMP to optimize application resources. - Optimizing performance of various machine learning models with PyTorch and Hugging Face. - Spreading awareness of Intel AI technology to enhance machine learning model performance.

Education

  • UC Santa BarbaraBachelor's Degree, Computer Engineering

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